/ Publications: Journals

[1] ALADINSKAIA E., CHERBUNIN R., SEDOV E., LIUBOMIROV A., KAVOKIN K., SAVVIDIS P., KAVOKIN A,

“Spatial quantization of exciton-polariton condensates in optically induced traps”, Physics Subject

Headings (PhySH), Vol.107, Iss.4, 045302,2023.

[2] ASHUROV M., KLIMONSKY S., KAVOKIN A., “Inverse Opal Photonic Crystals: Fabrication and Raman

Enhancement Properties”, PhotonIcs & Electromagnetics Research Symposium (PIERS), Prague,

Czech Republic, 3–6 July, 2023.

[3] BAI X., YANG S., CUI L., SONG L., ZHANG Y., “Cross-domain Generalization for AMR Parsing”,

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP),

pp. 10907-10921, 2022.

[4] BAO G., TENG Z., ZHANG Y, “Token-Level Fitting Issues of Seq2seq Models”, Proceedings of the 8th

Workshop on Representation Learning for NLP (RepL4NLP), pp. 276-288, 2023.

[5] BAO G., TENG Z., ZHANG Y., “Target-Side Augmentation for Document-Level Machine Translation”,

Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL2023),

Vol. 1: Long Papers, pp. 10725-10742, 2023.

[6] BAO X., JIANG X., WANG Z., ZHANG Y., ZHOU G., “Opinion Tree Parsing for Aspect-based Sentiment

Analysis”, Findings of the 61th Annual Meeting of the Association for Computational Linguistics

(ACL2023), pp. 7971-7984, 2023.

[7] BARRAT J., CHERBUNIN R., SEDOV E., ALADINSKAIA E., LIUBOMIROV A., LITVYAK V., PETROV M.,

ZHOU X., HATZOPOULOS Z., KAVOKIN A., SAVVIDIS P., “Stochastic circular persistent currents of

exciton polariton”, Scientific Reports, 2023.

[8] CAO J., KAVOKIN A., “Optical Properties of Magnetic Monopole Excitons”, Condensed Matter, 2023.

[9] CHEN J., YANG J., SAWAN M., “Emerging Trends of Integrated-mixed-signal Chips in ISSCC 2023”,

Journal of Semiconductors, Vol. 44, No. 5, 2023, pp. 050204-1-050204-4.

[10] CHEN J., ZHANG H., FAN M., KE C., LIU S., WANG J., “Design of Localized High-Concentration

Electrolytes via Donor Number”, ACS Energy Letter, Vol. 8, 2023.

[11] CHEN Y., LI D., REN H., TANG Y., LIANG K., WANG Y., LI F., SONG C., GUAN J., CHEN Z., LU X., XU G., LI

W., LIU S., ZHU B., “Highly Linear and Symmetric Synaptic Memtransistors Based on Polarization

Switching in Two-Dimensional Ferroelectric Semiconductors”, Small, Vol. 18, 2203611, 2022.

[12] CHEN Y., LIU Y., XU R., YANG Z., ZHU C., ZENG M., ZHANG Y., “UniSumm and SummZoo: Unified Model

and Diverse Benchmark for Few-Shot Summarization”, Proceedings of the 61th Annual Meeting of the

Association for Computational Linguistics (ACL2023), Vol. 1: Long Papers, pp. 12833-12855, 2023.

[13] CHEN Y., YANG J., BEIER K., WU H., SAWAN M., “Challenges and Future Trends in Wearable Closed-loop

Neuromodulation to Efficiently Treat Methamphetamine Addiction\", MDPI Frontiers in PsychiatryAddictive Disorders Journal, Vol. 14, 2023.

[14] CHEN Y., ZHANG H., ZHOU Y., BAI X., WANG Y., ZHONG M., YAN J., LI Y., LI J., ZHU M., ZHANG Y.,

“Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved

Annotation”, Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics

(ACL2023), Vol. 1: Long Papers, pp. 9332-9351, 2023.

[15] CHEN Y., ZHANG M., LI D., TANG Y., REN H., LI J., LIANG K., WANG Y., WEN L., LI W., KONG W., LIU S.,

WANG H., WANG D., ZHU B., “Bidirectional Synaptic Phototransistor Based on Two-Dimensional

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Ferroelectric Semiconductor for Mixed Color Pattern Recognition”, ACS Nano, Vol.17, 12499–12509,

2023.

[16] CHEN Z., SHI Y., WEI M., LUO Y., MA H., TANG R., WENG Y., DAI H., ZHONG C., SUN C., WANG L., SI K.,

GONG W., LIN H., LI L., “A Universal Approach to High-Index-Contrast Flexible Integrated Photonics\",

Advanced Optical Materials, Vol.11, pp. 2202824, 2023.

[17] CHEN Z., WEI M., LUO Y., JIAN J., YE Y., YIN Y., SUN C., ZHONG C., SI K., ZHANG D., LIN H., LI L.,

“Efficient and compact sol-gel TiO2 thermo-optic microring resonator modulator\", Optical Materials

Express, Vol.12, pp. 4061-4071, 2022.

[18] CHEN Z., WEI M., SUN B., WENG Y., JIAN J., ZHONG C., SUN C., SI K., GONG W., LIN H., LI L., “Flexible

waveguide integrated thermo-optic switch based on TiO2 platform\", Optics Letters, Vol.48, pp. 3239-

3242, 2023.

[19] CHESTNOV I., KONDRATENKO K., DEMIRCHYAN S., KAVOKIN A., “Symmetry breaking and superfluid

currents in a split-ring spinor polariton condensate”, PHYSICAL REVIEW B 107, 245302, 2023.

[20] DANG Y., ZHANG M., CHEN Z., ZHANG X., WANG Z., SUN M. WANG D., \"Multi-level Correlation

Network for Few-shot Image Classification,\" 2023 IEEE International Conference on Multimedia and

Expo (ICME-23), 2023.

[21] DEMERIDOU I., MAVROTSOUPAKIS M., MOUCHLIADIS L., KIOSEOGLOU G., SAVVIDIS P., STRATAKIS

E., “Persistent room-temperature Valley Polarization in graphite-filtered WS2 monolayers”,2D

Materials, Vol.10, No.2, DOI 10.1088/2053-1583/acc342, 2023.

[22] FANG C., WANG C., ZHAO S., TIAN F., YANG J., SAWAN M., “A 510 uW 0.738-mm 6.2-pJ/SOP Online

Learning Multi-Topology SNN Processor with Unified Computation Engine in 40-nm CMOS”, IEEE

Transactions on Biomedical Circuits and Systems, Vol. 17, No. 3, pp. 507-520, 2023.

[23] FREDJ Z., SAWAN M., “Advanced Nanomaterials-based Electrochemical Biosensors for

Catecholamines Detection: Challenges and Trends”, MDPI Biosensors Journal, Vol. 13, No.2, 2023.

pp.211.

[24] FREDJ Z., SINGH B., BAHRI M., QIN P., SAWAN M., “Enzymatic Electrochemical Biosensors for

Neurotransmitters Detection: Recent Achievements and Trends\", Chemosensors Journal, Vol. 11, No. 7,

2023, pp. 388.

[25] FREDJ Z., WANG P., ULLAH F., SAWAN M., “A Nanoplatform-based Aptasensor to Electrochemically

Detect Epinephrine Produced by Living Cells\", Microchimica Acta Journal, Vol. 190, No. 9, 2023, pp. 343.

[26] GAI S., WANG D., HE L., \"Offline Experience Replay for Continual Offline Reinforcement Learning,\"

26th European Conference on Artificial Intelligence (ECAI), 2023.

[27] GUO F., LUO Y., YANG L., ZHANG Y., “SciMine: An Efficient Systematic Review Model Based on

Document and Phrase Information”, Proceedings of the 46th International ACM SIGIR Conference on

Research and Development in Information Retrieval (SIGIR), pp. 205-215, 2023.

[28] GUO Q., HU X., ZHANG Y., QIU X., ZHANG Z., “Dual Cache for Long Document Neural Coreference

Resolution”, Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics

(ACL2023), Vol. 1: Long Papers, pp. 15272-15285, 2023.

[29] HE H., ZHANG J., LAN Z., ZHANG Y., “Instance Smoothed Contrastive Learning for Unsupervised

Sentence Embedding”, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023), pp.

12863-12871, 2023.

[30] HE Q., ZHANG Y. CHEN Z., “Joint Transmission and Understanding of Semantics with Edge Intelligence”,

Proceedings of the 2023 IEEE International Conference on Communications (ICC), 2023.

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[31] HU X., LI J., ZHOU Z., WEN L., “Tandem Electroreduction of CO2 to Programmable Acetate and Syngas

via Single-Nickel-Atom-Encapsulated Copper Nanocatalysts”, ACS Materials Letters, 5(1), pp. 85-94,

2022.

[32] HUANG S., GONG B., PAN Y., JIANG J., LV Y., LI Y., WANG D., \"VoP: Text-Video Co-operative Prompt

Tuning for Cross-Modal Retrieval,\" IEEE Conference on Computer Vision and Pattern Recognition

(CVPR-23), 2023.

[33] HUANG S., WEI Q., WANG D., \"Reference-Limited Compositional Zero-Shot Learning,\" In Proceedings

of the ACM International Conference on Multimedia Retrieval (ICMR-23), 2023.

[34] JIA C., ZHANG Y., “Prompt-based Distribution Alignment for Domain Generalization in Text

Classification”, Proceedings of the 2022 Conference on Empirical Methods in Natural Language

Processing (EMNLP), pp. 10147-10157, 2022.

[35] JIN P., TANG Y., LI D., WANG Y., RAN P., ZHOU C., YUAN Y., ZHU W., LIU T., LIANG K., KUANG C., LIU X.,

ZHU B., YANG Y., “Realizing nearly-zero dark current and ultrahigh signal-to-noise ratio perovskite Xray detector and image array by dark-current-shunting strategy”, Nature Communications, Vol. 14, 626,

2023.

[36] KANG Y., SHI D., LIU J., HE L., WANG D., “Beyond Reward: Offline Preference-guided Policy

Optimization,” In Proceedings of the Fortieth International Conference on Machine Learning (ICML-23),

2023.

[37] KAVOKIN A., “Liquid light at room temperature”, Photonics Insights, Vol.1(1), DOI: 10.3788/ PI. 2022.

C02, 2022.

[38] KAVOKIN A., ZAKHIDOV A., “Comment on: The interpretation of room-temperature superconductivity

experiments in LK-99”, Materials Today, 2023.

[39] LI D., CHEN Y., TANG Y., LIANG K., REN H., LI F., WANG Y., LIU G., SONG C., MENG L., ZHU B., “SolutionProcessed Organic–Inorganic Semiconductor Heterostructures for Advanced Hybrid Phototransistors”,

ACS Applied Electronic Materials, Vol. 5, pp. 578-592, 2023.

[40] LI D., REN H., CHEN Y., TANG Y., LIANG K., WANG Y., LI F., LIU G., MENG L., ZHU B., “Bidirectionally

Photoresponsive Optoelectronic Transistors with Dual Photogates for All-Optical-Configured

Neuromorphic Vision”, Advanced Functional Materials, Vol. 33, 2303198, 2023.

[41] LI Y., CUI L., YAN J., YIN Y., BI W., SHI S., ZHANG Y., “Explicit Syntactic Guidance for Neural Text

Generation”, Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics

(ACL2023), Vol. 1: Long Papers, pp. 14095-14112, 2023.

[42] LI Y., CUI L., YIN Y., ZHANG Y., “Multi-Granularity Optimization for Non-Autoregressive Translation”,

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP),

pp. 5073-5084, 2022.

[43] LIANG K., WANG R., REN H., LI D., TANG Y., WANG Y., CHEN Y., SONG C., LI F., LIU G., WANG H., LEOW

W., ZHU B., “Printable Coffee-Ring Structures for Highly Uniform All-Oxide Optoelectronic Synaptic

Transistors”, Advanced Optical Materials, Vol. 10, Iss.24, 2201754, 2022.

[44] LIN R., CHEN J., KE C., LI S., WANG J., “A dilute fluorine-free electrolyte design for high-voltage hybrid

aqueous batteries”, Journal of Energy Chemistry, 77, pp. 180-190, 2023.

[45] LIN Y., CHEN J., ZHANG H., WANG J., “In-situ construction of high-mechanical-strength and fast-ionconductivity interphase for anode-free Li battery”, Journal of Energy Chemistry, 880, pp. 207-214, 2023.

[46] LIU J., HE L., KANG Y., ZHUANG Z., WANG D., XU H., \"CEIL: Generalized Contextual Imitation Learning\",

Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023.

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[47] LIU J., ZHANG H., ZHUANG Z., KANG Y., WANG D., WANG B., \"Design from Policies: Conservative TestTime Adaptation for Offline Policy Optimization\", Thirty-seventh Conference on Neural Information

Processing Systems (NeurIPS), 2023.

[48] LIU J., ZU L., HE L., WANG D., \"CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning\",

Conference on Robot Learning (CoRL), 2023.

[49] LIU T., GUO Q., HU X., ZHANG Y., QIU X., ZHANG Z., “RLET: A Reinforcement Learning Based Approach

for Explainable QA with Entailment Trees”, Proceedings of the 2022 Conference on Empirical Methods

in Natural Language Processing (EMNLP), pp. 7177-7189, 2022.

[50] LIU Z., HU X., DONG X., ZHAO S., CHEN Y., ZHANG B., WEN L., WANG L., “Sustainable upcycling of

post-consumer waste to metal-graphene catalysts for green chemicals and clean water”, Cell Reports

Physical Science, 4(2), 101256, 2023.

[51] LUKOSHKIN V., SEDOV E., KALEVICH V., HATZOPOULOS Z., SAVVIDIS P., KAVOKIN A., “Steady state

oscillations of circular currents in concentric polariton condensates”, Scientific Reports, Vol.13, 4607,

2023.

[52] LUKOSHKIN V., SEDOVA I., KALEVICH V., SEDOV E., HATZOPOULOS Z., SAVVIDIS P., KAVOKIN A.,

“Oscillating vorticity in single ring exciton polariton condensates”, NANOSYSTEMS: PHYSICS,

CHEMISTRY, MATHEMATICS, Phys. Chem. Math., 14 (3), 328–333, DOI 10.17586/2220-8054-2023-14-3-

328-333, 2023.

[53] LUO Y., LIU Z., LI S., ZHANG Y., “Improving (Dis)agreement Detection with Inductive Social Relation

Information from Comment-Reply Interactions”, Proceedings of the ACM Web Conference 2023 (WWW

23), pp. 1584-1593, 2023.

[54] LUO Y., ZHU B., CHEN X., etc., “Technology Roadmap for Flexible Sensors”, ACS Nano, Vol. 17, pp.

5211–5295, 2023.

[55] LV D., JIANG Q., LIU D., “Intrinsically Stretchable Fiber-Shaped Organic Solar Cells”, Solar RRL, Vol. 7,

pp. 2300234, 2023.

[56] LYU C., YANG L., ZHANG Y., GRAHAM Y., FOSTER J., “Exploiting Rich Textual User-Product Context for

Improving Personalized Sentiment Analysis”, Findings of the of the 61th Annual Meeting of the

Association for Computational Linguistics (ACL2023), pp. 1419-1429, 2023.

[57] LYU S., ZHAO H., WANG D., \"A Composite Control Strategy for Quadruped Robot by Integrating

Reinforcement Learning and Model-Based Control,\" 2023 IEEE/RSJ International Conference on

Intelligent Robots and Systems (IROS), 2023.

[58] NIU Y., YANG L., DONG R., ZHANG Y., “Learning to Generalize for Cross-domain QA”, Findings of the

61th Annual Meeting of the Association for Computational Linguistics (ACL2023), pp. 1298-1313, 2023.

[59] REN H., LIANG K., LI D., CHEN Y., TANG Y., WANG Y., LI F., LIU G., ZHU B, “Field-Effect Transistor-Based

Biosensor for pH Sensing and Mapping”, Advanced Sensor Research, Vol. 2, 2200098, 2023.

[60] RONG G., ZHENG Y., LI, X., GUO M., SU Y., BIAN S., DANG B., CHEN Y., ZHANG Y., SHEN L., JIN H., YAN

R., ZHU P., WEN L., SAWAN M., “A High-throughput Fully Automatic biosensing platform for efficient

COVID-19 detection”, Biosensors and Bioelectronics, Vol. 220, 114861, 2023.

[61] RU D., QIU L., QIU X., ZHANG Y., ZHANG Z., “Distributed Marker Representation for Ambiguous

Discourse Markers and Entangled Relations”, Proceedings of the 61th Annual Meeting of the

Association for Computational Linguistics (ACL2023), Vol. 1: Long Papers, pp. 5334-5351, 2023.

[62] SAWAN M., “Lessons Learned from Serving as VP Publications of the IEEE CAS Society”, IEEE Circuits

and Systems Magazine, 2nd Quarter, Vol. 23, No. 2, 2023, pp.49-54.

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[63] SEDOV E., LUKOSHKIN V., KALEVICH V., CHESTNOV I., HATZOPOULOS Z., SAVVIDIS P., KAVOKIN A.,

“Double ring polariton condensates with polariton vortices”, Nanosystems-Phys, Chem. Math. 13, 608,

2022.

[64] SUN B., WEI M., LEI K., CHEN Z., SUN C., LI J., LI L., LIN H., “Integrated Bragg grating filters based on

silicon-Sb2Se3 with non-volatile bandgap engineering capability\", Optics Express, Vol.31, pp. 27905-

27913, 2023.

[65] SUN C., CHEN Z., YE Y., LEI K., MA H., WEI M., TANG R., WU J., LIN H., LI L., “Scalable On-Chip Microdisk

Resonator Spectrometer\", Laser&Photonics Reviews, Vol.17, pp. 2200792, 2023.

[66] SUN X., SUN J., WANG Z., WANG L., QIU F., WEN L., “Manipulating Dual Bound States in the

Continuum for Efficient Spatial Light Modulator”, Nano Letters, 22(24), pp. 9982–9989, 2022.

[67] TANG R., SHI Y., SHANG H., WU J., MA H., WEI M., LUO Y., CHEN Z., YE Y., JIAN J., ZHENG X., LIN H., LI

L., “Two-dimensional heterostructure quasi-BIC photonic crystal surface-emitting laser with low

divergence\", Nanophotonics, Vol.12, pp. 3257-3265, 2023.

[68] TANG Y., JIN P., WANG Y., LI D., CHEN Y., RAN P., FAN W., LIANG K., REN H., XU X., WANG R., YANG Y.,

ZHU B., “Enabling low-drift flexible perovskite photodetectors by electrical modulation for wearable

health monitoring and weak light imaging”, Nature Communications, 14, 4961., 2023.

[69] TANG Y., LI D., WANG Y., LI F., CHEN Y., LIANG K., REN H., SONG C., WANG H., ZHU B., “Flexible,

Transparent, Active-Matrix Tactile Sensor Interface Enabled by Solution-Processed Oxide TFTs”, IEEE

IEDM, 2022.

[70] WANG C., FANG C., ZOU Y., YANG J., SAWAN M., “Artificial Intelligence Techniques for Retinal

Prostheses: A Comprehensive Review and Future Direction”, J. Neural Eng., Vol. 20, No. 1, 2023, pp. 24,

doi: 10.1088/1741-2552/acb295.

[71] WANG C., FANG C., ZOU Y., YANG J., SAWAN M., “SpikeSEE: An Energy-Efficient Dynamic Scenes

Processing Framework for Retinal Prostheses \", Neural Networks Journal, Vol. 164, 2023, pp. 357-368.

[72] WANG C., GUO Q., XU Z., HU X., BAI X., ZHANG Z., ZHANG Y., “Exploiting Abstract Meaning

Representation for Open-Domain Question Answering”, Findings of the 61th Annual Meeting of the

Association for Computational Linguistics (ACL2023), pp. 2083-2096, 2023.

[73] WANG C., YU H., ZHANG Y., “RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question

Answering”, Findings of the 61th Annual Meeting of the Association for Computational Linguistics

(ACL2023), pp. 2473-2481, 2023.

[74] WANG J., HU X., HOU W., CHEN H., ZHENG R., WANG Y., YANG L., YE W., HUANG H., GENG X., JIAO

B., ZHANG Y., XIE X., “On the Robustness of ChatGPT: An Adversarial and Out-of-distribution

Perspective”, Proceedings of the workshop on Trustworthy and Reliable Large-Scale Machine Learning

Models (RTML), 2023.

[75] WANG R., LIANG K., WANG S., CAO Y., MA X., ZHU B., WANG H., HAO Y., “Printable ITO Transistors for

DNA Computing in Cryptography”, IEEE Electron Device Letters 2023, DOI: 10.1109/LED.2023.3307118,

2023.

[76] WANG R., LIANG K., WANG S., CAO Y., YIN Y., PENG Y., MA X., ZHU B., WANG H., HAO Y., “Printable

Epsilon-Type Structure Transistor Arrays with Highly Reliable Physical Unclonable Functions”,

Advanced Materials, Vol. 35, 2210621, 2023.

[77] WANG T., CHEN YH., SAWAN M., “Exploring the Role of Visual Guidance in Motor Imagery-based Braincomputer Interface: An EEG Microstate-specific Functional Connectivity Study\", MDPI Bioengineering

Journal, Vol. 10, No. 3, 2023, pp.281.

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[78] WANG Y., TANG Y., CHEN Y., LI D., REN H., LIU G., LI F., JIN R., ZHU B., “Room-temperature fabrication

of flexible oxide TFTs by co-sputtering of IGZO and ITO”, Flexible and Printed Electronics, Vol.8, 035005,

2023.

[79] WANG Y., YANG L., TENG Z., ZHOU M., ZHANG Y., “Pre-Training a Graph Recurrent Network for

Language Representation”, The second version of the Efficient Natural Language and Speech

Processing (ENLSP-II), 2022.

[80] WANG Z., SUN J., LI J., WANG L., LI Z., ZHENG X., WEN L., “Customizing 2.5D Out-of-plane

Architectures for Robust Plasmonic Bound-States-in-the-Continuum Metasurfaces”, Advanced

Science, Vol. 10, 2206236, 2022.

[81] WEN N., JIANG Q., CUI J., ZHU H., JI B., LIU D., “Intracellular InP quantum dots facilitate the conversion

of carbon dioxide to value-added chemicals in non-photosynthetic bacteria”, Nano Today, Vol. 47, pp.

101681, 2022.

[82] WU D., SHI Y., WANG Z., YANG J., SAWAN M., “CSP-Net: Joint Compression and Classification Network

for Epilepsy Seizure Prediction”, IEEE Transactions on Neural Systems and Rehabilitation Engineering,

Vol. 31, 2023, pp. 841-850, doi: 10.1109/TNSRE.2023.3235390.

[83] WU D., YANG J., SAWAN M., “Transfer Learning on Electromyography (EMG) Tasks: Approaches and

Beyond\", IEEE Transactions on Neural Systems & Rehabilitation Engineering Journal, Vol. 31, 2023, pp.

3015-3034

[84] WU D., ZHAO S., YANG J., SAWAN M., “Software-hardware Co-design for Energy-efficient Continuous

Health Monitoring via Task-aware Compression”, IEEE Transactions on Biomedical Circuits and Systems,

Vol. 17, No. 2, 2023.

[85] WU J., YE Y., JIAN J., YAO X., LI J., TANG B., MA H., WEI M., LI W., LIN H., LI L., “Reversible Thermally

Driven Phase Change of Layered In2Se3 for Integrated Photonics\", Nano Letters, Vol.23, pp. 6440-6448,

2023.

[86] XU T., REN H., FANG Y., LIANG K., ZHANG H., LI D., CHEN Y., ZHU B., WANG H., “Glucose Sensing by

Field-Effect Transistors based on Interfacial Hydrogelation of Self-Assembled Peptide. Applied

Materials Today”, Vol. 30, 101713, 2023.

[87] YAN S., ZHU C., WANG A., SUN J., HANG Y., CHEN B., WANG X., WU N., TANG H., WEN L., MENG G.,

“High-Throughput Tailorable Fabrication of Long-Range Ordered Plasmonic Coaxial Multi-Circular

Nano-Slit Arrays Down to 2 nm for SERS Detection”, Advanced Optical Materials, 202300508, 2023.

[88] YANG L., FENG B., ZHANG Y., LI X., ZHANG L., CHEN X., NIE J., WEN H., TIAN J., JIAN J., YANG T.,

HUANG J., ZHU D., ZHANG A., TONG X., WEN L., “Single Wire Capacitive Wireless Power Transfer

System for Wearable Biomedical Sensors based on Flexible Graphene Film Material”, IEEE Transactions

on Biomedical Circuits and Systems, 16(6), pp. 1337-1347,2022.

[89] YANG L., MA Y., ZHANG Y., “Measuring Consistency in Text-based Financial Forecasting Models”,

Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL2023),

Vol. 1: Long Papers, pp. 13751-13765, 2023.

[90] YANG L., ZHANG S., QIN L., LI Y., WANG Y., LIU H., WANG J., XIE X., ZHANG Y., “GLUE-X: Evaluating

Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective”,

Findings of the 61th Annual Meeting of the Association for Computational Linguistics (ACL2023), pp.

12731-12750, 2023.

[91] YANG X., WANG D., PAN J., LI C., SHAO Y., \"Creating Universum for class imbalance via locality and its

application in multiview subspace learning\", Information Sciences, 2023.

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[92] YANG Y., GUO Q., HU X., ZHANG Y., QIU X., ZHANG Z. “An AMR-based Link Prediction Approach for

Document-level Event Argument Extraction”, Proceedings of the 61th Annual Meeting of the

Association for Computational Linguistics (ACL2023), Vol. 1: Long Papers, pp. 12876-12889, 2023.

[93] YAO Q., SEDOV E., MUKHERJEE S., BEAUMARIAGE J., OZDEN B., WEST K., PFEIFFER L., KAVOKIN A.,

SNOKE D., “Ballistic transport of a polariton ring condensate with spin precession”, PHYSICAL REVIEW

B 106, 245309, DOI: 10.1103/PhysRevB.106.245309, 2022.

[94] YAO Q., WANG J., WANG C., MENG L., YANG S., ZHANG Q., WANG D., \"Adaptive Legged Manipulation:

Versatile Disturbance Predictive Control for Quadruped Robots with Robotic Arms,\" Robotics and

Autonomous Systems, 2023.

[95] YAO Q., WANG J., YANG S., WANG C., MENG L., ZHANG Q., WANG D., \"A Transferable Legged Mobile

Manipulation Framework Based on Disturbance Predictive Control,\" 2022 IEEE International

Conference on Robotics and Biomimetics (IEEE ROBIO), 2022.

[96] YAO Q., WANG J., YANG S., WANG C., ZHANG H., ZHANG Q., WANG D., \"Imitation and Adaptation

Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement

Learning,\" 2022 IEEE International Conference on Robotics and Biomimetics (IEEE ROBIO), 2022.

[97] YIN Y., ZENG J., LI Y., MENG F., ZHOU J., ZHANG Y., “Consistency Regularization Training for

Compositional Generalization”, Proceedings of the 61th Annual Meeting of the Association for

Computational Linguistics (ACL2023), Vol. 1: Long Papers, pp. 1294-1308, 2023.

[98] YULIN A., SHELYKH I., SEDOV E., KAVOKIN A., “Spin resonance induced by a mechanical rotation of a

polariton condensate”, PHYSICAL REVIEW B 108, 045301, DOI: 10.1103/PhysRevB.108.045301, 2023.

[99] ZHANG J., MIN J., LI B., YANG W., ZENG Z., LIU D., JI B., “Thiol-Free Synthesis of Bright Near-InfraredEmitting Ag2S Nanocrystals through Heterovalent-Metal Decoration for Ecofriendly Solar Cells”, Chem.

Mater, Vol. 35, pp. 1325–1334, 2023.

[100] ZHANG L., WANG L., LI J., CUI C., ZHOU Z., WEN L., “Surface Engineering of Laser-Induced Graphene

Enables Long-Term Monitoring of On-Body Uric Acid and pH Simultaneously”, Nano Letters, 22(13), pp.

5451-5458, 2022.

[101] ZHANG L., ZHOU Z., HU X., WEN L., “The recent progress of laser-induced graphene based device

applications”, Journal of Semiconductors, 44(3), 031701, 2023.

[102] ZHAO F., ZHANG M., HUANG T., WANG D., “TAGM: Task-Aware Graph Model for Few-shot Node

Classification,” In Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR-23),

2023.

[103] ZHAO S., YANG J., WANG J., LIU T., ZHANG S., SAWAN M., “A 0.99-to-4.38 uJ/class Event-Driven

Hybrid Neural Network Processor for Full-Spectrum Neural Signal Analyses”, IEEE Transactions on

Biomedical Circuits and Systems, Vol. 17, No. 3, 2023, pp. 598-609.

[104] ZHENG Y., SONG X., FREDJ Z., BIAN S., SAWAN M., “Challenges and Perspectives of Multi-virus

Biosensing Techniques: A Review”, Analytica Chimica Acta Journal, 1244, 2023, doi:

10.1016/j.aca.2023.340860.

[105] ZHUANG Z., LEI K., LIU J., WANG D., GUO Y., \"Behavior Proximal Policy Optimization,\" In Proceedings

of The International Conference on Learning Representations (ICLR-23), 2023.

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSPublications: Journals (Continued)

56

/ Publications: Books

[1] SAWAN, M., “Handbook of Biochips: Integrated Circuits and Systems for Biology and Medicine”

Handbook, Springer, 2022, 1460 pages.

[2] RADIN R.L., MACHADO M.B., SAWAN, M., GALUP-MONTORO C., SCHNEIDER M.C., “Handbook of

Ultra-low Voltage Circuit Techniques for Energy Harvesting” Book, Springer, 2022, 149 pages.

/ Patents

Project Title Applicant

A Cross-scale Ultra-precision Manufacturing Technology and its Application

一种跨尺度极限精密制造技术方法及其应用

L. WEN, L. WANG,

C. ZHAO

A device for switching between two states of robot wheels and legs

一种可以实现机器人轮足两种状态切换的装置

W. GU, J. YU,

Y. ZHANG, Z. WU,

Z. WEI, D. WANG

A Fibrous Organic Solar Cell and its Preparation Method

纤维状有机太阳能电池及其制备方法

LIU D., LV D.

A Hidden Button Battery Mounting Structure

一种隐藏式按钮电池固定结构

J. YU, W. GU,

Y. ZHANG, Z. WEI,

Z. WU, D. WANG

A high-sensitivity porous silicon enrichment detection sensor and its fabrication

method

一种高灵敏度的多孔硅富集检测传感器及其制作方法

Y. SU, M. SAWAN,

Y. XU, H. ZHANG,

Y. TAO

A high-voltage capacitor charging input port switching circuit and charging

device

一种高压电容充电输入端口开关电路及充电装置

M. SAWAN, N. LI,

J. YANG

A method for fabricating flexible optoelectronic devices

一种柔性光电子器件的制备方法

L. LI, Z. CHEN,

H. LIN

A method for fiber-end packaging of waveguide-integrated optical chips

一种波导集成光学芯片的光纤端面封装方法

L. LI, Z. CHEN,

Y. WENG

A Method, System, and Medium for Generating Cross-Lingual Summaries for

Source-Language Long Texts

为源语言的长文本生成跨语言摘要的方法、系统及介质

Y. CHEN, X. BAI,

Y. ZHANG

A microfluidic chip for single cell detection and preparation method thereof

一种用于单细胞检测的微流控芯片及其制备方法

Y. SU, M. SAWAN

A microfluidic chip for single-cell protein analysis and preparation method

thereof

一种用于单细胞蛋白质分析的微流控芯片及其制备方法

Y. SU, C. HUANG,

M. SAWAN

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONS57

A micro-ring-assisted integrated spectrum reconstruction spectrum analyzer

structure

一种微环辅助的集成光谱重建型光谱仪结构

L. LI, C. SUN,

H. LIN

A Motion Control Method for Quadruped Robot Imitation Based on Deep

Reinforcement Learning

一种基于深度强化学习的四足机器人模仿运动控制方法

J. WANG, Q. ME,

Z. WEI, D, WANG

A Motion Planning Approach for Quadruped Robot Based on Hierarchical

Reinforcement Learning

一种基于分层强化学习的四足机器人运动规划方法

Q. ME, J. WANG,

Z. WEI, D. WANG

A Multi-domain and Multi-task Constituent Syntax Analysis Method Integrating

Knowledge

一种融合多领域多任务知识的成分句法分析方法

X. BAI, Y. ZHANG

A Natural Language Modeling Method using Attention-enhanced Generation

Graph Neural Networks

一种基于注意力机制增强的生成式图神经网络的自然语言建模方法

Y. ZHANG, X. BAI

A platform for image anomaly detection based on incremental learning and

open set recognition algorithms.

一种基于增量学习和开集识别算法的图像异常检测平台

H. ZHANG, Y. QU,

Z. WEI, Z. WANG,

Q. JIANG, X. WANG,

Z. WU, D. WANG

A power supply battery reset button device

一种电源电池复位按钮装置

H. ZHANG, J. WANG,

Z. WU, D. WANG

A Preparation Method for Highly Transparent Solar Cells

一种高透明度太阳能电池的制备方法

D. LIU, R. MENG,

Q. JIANG

A Preparation Method for Highly Transparent Solar Photovoltaic Devices

一种高透明度太阳能光伏器件的制备方法

D. LIU, R. MENG,

Q. JIANG

A Probe-based Method for Generalized Evaluation of Pre-trained Language

Models in Continuous Learning

基于探针的连续学习中预训练语言模型通用性评价方法

Y. LUO, Z. YANG,

F. MENG, Y. ZHANG

A single-cell growth control platform that enables single-cell positioning and

wall attachment

一种实现单细胞定位和贴壁生长的单细胞生长控制平台

L. LI, J. JIA,

Z. CHEN, J. RUAN

A transcranial magnetic stimulation master and its driving circuit

一种经颅磁刺激仪主机及其驱动电路

M. SAWAN, N. LI,

H. ZHANG, J. YANG

A Two-stage Graph Pre-trained Method for Text Generation from Graphs

一种基于两阶段图预训练的图到文本生成方法

X. BAI, Y. CHEN,

Y. ZHANG

An adjustable loss-pass filter circuit based on self - bias pseudo – resistor

一种基于自偏置伪电阻的可调低通滤波器电路

H. WU, M. SAWAN

An electronic device of bionic event-driven reconfigurable analog to digital

converter

一种仿生事件驱动型可重构模/数转换器及电子设备

J. CHEN, J. YANG,

M. SAWAN

An integrated fiber-micro-nano structure component and functional fiber array

一种光纤-微纳结构一体化元件及功能光纤阵列

L. LI, Y. SHI,

H. LIN, Y. MA

An integrated optical filter with an ultra-wide free spectral range

一种超大自由光谱范围的集成光学滤波器结构

C. SUN, L. LI,

H. LIN

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSPatents (Continued)

58

An integrated optical upload and download filter with an ultra-wide free

spectral range

一种超大自由光谱范围的集成光学上传下载滤波器结构

C. SUN, L. LI,

H. LIN

An integrated spectrum analyzer based on a tunable microdisk resonant cavity

and its detection method

一种集成的基于可调谐微盘谐振腔的光谱仪及其检测方法

L. LI, C. SUN,

H. LIN

Automatic charging device and its usage for quadruped robot

一种四足机器人自动充电装置及其使用方法

W. GU, Z. WU,

Z. WEI, D. WANG

Automatic charging device and its usage for quadruped robot

一种四足机器人自动充电装置及其使用方法

D. CUI, Y. ZHOU,

X. DONG, Z. WU,

Z. WEI, D. WANG

Domain-adaptive meta-learning framework and method with multiple initial

values

一种基于域自适应的多初始值元学习框架及方法

Z. CHEN, D. WANG

Field adaptive inertial sensor denoising algorithm for meta-learning

元学习的领域自适应惯性传感器去噪算法

Z. WU, F. YAO,

D. WANG

Methods, Devices, and Media for Constituent Syntax Analysis in Mixed Domains

用于混合领域的成分句法分析的方法、装置和介质

L. CUI, S. YANG,

Y. ZHANG

Photonic crystal sensor and preparation method thereof

一种光子晶体传感器及其制备方法

Y. SU, M. SAWAN

Porous silicon sensor based on a dark field space wave and a preparation

method thereof

一种基于暗场空间波的多孔硅传感器及其制备方法

Y. SU, M. SAWAN

Quadruped robot with rotary feet

轮足式四足机器人

D. WANG, Z. WU,

Z. WEI, W. GU,

J. YU, Y. ZHANG

Reinforcement learning methods, devices, and electronic devices of bipedal

robots

足式机器人的强化学习方法、装置和电子设备

H. ZHANG, J. WANG,

Z. WU, D. WANG

Robot legs

机器人小腿

D. WANG, Z. WU, Z.

WEI, W. GU

Self-supervised visual and language navigator with path shortening method

based on progress prediction

一种基于进度预测的自监督视觉语言导航器及路径缩短方法

Z. WU, T. WANG,

D. WANG

/ Keynote Speeches

[1] “Artificial Intelligence in Healthcare: Neurodegenerative Diseases Case Studies”, 2nd China Shaoxing

New Industry Platform Workshop, Zhuji, China

[2] “Biosensors to Screen Neural Activities Belonging to Brain Disorders”, IC Optic, Electronics, and

optoelectronics, Virtual, Xiamen, China

[3] “Challenges in NLP”, Oxford ML Summer School, Oxford, UK

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSPatents (Continued)

59

[4] “Closed-loop AI-based neuromodulation for the diagnosis and treatment of brain disorders”, Forum on

Medical & Engineering Integration, Suzhou, China

[5] “Closed-loop AI-based neuromodulation for the diagnosis and treatment of brain disorders”, Porto

Alegre, Brazil

[6] “Closed-loop Systems for Efficient Brain-machine Interfaces”, BioCAS Workshop, Virtual, Tainan, China

[7] “Closed-Loop Systems for the Monitoring and Treatment of Neurodegenerative Disorders”, ICCA,

Cairo, Egypt

[8] “Cross-domain sentiment analysis”, CCF Social Media Program

[9] “Flexible Integrated Photonics: Materials, Devices, and Applications”, The 4th IEEE International

Flexible Electronics Technology Conference (IFETC) , Online

[10] “Flexible Photonics Technology”, 2022 Changzhou Medical Robot Innovation and Development Youth

Scientist Forum, Online

[11] “Intelligent Healthcare Devices to Diagnose and Treat Brain Diseases”, Zhongshan, China

[12] “Intelligent healthcare devices to diagnose and treat brain diseases”, Hangzhou International Health

Innovation Forum, Hangzhou, China

[13] “Intelligent Healthcare Devices to Diagnose, Treat and Predict Brain Diseases”, Xi’an, China

[14] “Intelligent Wearable and Implantable Medical Devices to Manage Neurodegenerative Diseases”,

Nantong Pharmaceutical Industrial Park, Nantong, China

[15] “Intelligent Wearable and Implantable Medical Devices to Manage Neurodegenerative Diseases”,

World's Leading Scientists Forum, Suzhou, China

[16] “On The Generalization of NLP Models – Ways Around Data Hunger”, Chair at COLING2020 PANEL2

[17] “On-chip integration of 2D materials for silicon photonics”, The 20th International Conference on

Optical Communications and Networks (ICOCN) , Online

[18] “OOD generalization for NLP”, University of Edinburgh ICCS, Edinburgh, Scotland

[19] “Opening talk at the Hangzhou International Talent Conference”, Keynote, Hangzhou, China

[20] “Opening talk at The Medical University and Provincial Key Laboratory of Biological Information on

Encephalopathy”, Xuzhou, China

[21] “Photo/Opto Electronics-based Solutions to Enhance and Ensure Healthy Conditions”, IC Optic,

Electronics, and optoelectronics, Virtual, Xiamen, China

[22] “Research Progress of Flexible Integrated Photonics Technology”, 2022 Changzhou Regional

Integration and Central Six Provinces Optoelectronics Forum, Online

[23] “Robustness for machine translation”, MIT Technology Review 20 year forum

[24] “Smart Medical Devices for the Diagnosis and Treatment of Neurodegenerative Disorders”

[25] “Smart Medical Devices to Manage Neurodegenerative Diseases”, Yiwu, China

[26] “Study of Waveguide Integrated Bismuth Oxide Selenide Photodetectors”, 2022 China Top 10 Optical

Advances Summit and Awards Ceremony, Online

[27] “Superfluidity of exciton-polaritons”, The seminar at the Abrikosov Institute for Theoretical Physics,

Moscow Institute of Physics and Technology, Moscow, Russia

[28] “Wearable and Implantable Medical Devices to Manage Neurodegenerative Diseases”, STIPM

Conference, Virtual, Luoyang, China

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSKeynote Speeches (Continued)

60

/ Equipment

Name Brand Type Lab

-20 Fridge

-20 度生物标本库

Meiling DW-YLL-90 C. Yin

-80 Fridge

-80 度生物标本库

Meiling DW-HL-340 C. Yin

1024-ch 3D Photoacoustic Tomography System

1024 通道 3D 光声断层成像系统

Home-built - J. Shi

128 Channel Neural Signal Simulator

128 通道神经信号模拟器

- 5328 S. Zhang

128 Channel Stimulation/Recording Controller

128 通道刺激/记录控制器

Intan M4200 S. Zhang

256-ch Ultrasound Research System

256 通道超声波研究系统

Vantage 256 Verasonics J. Shi

50Hz High Power Pulsed-Laser

50 赫兹高功率脉冲激光

Beamtech - J. Shi

Advanced Low-Frequency Noise Analyzer

先进低频噪声分析仪

Keysight E4727a M. Sawan

AMOD

高真空镀膜机

Angstrom

engineering

Amod D. Liu

Anti-Vibration Device

主动减震台

Table stable Avi-400s/4/ lp A. Kavokin

Arbitary Waveform Generator

任意波形发生器

Keysight M8190a M. Sawan

Atomic Layer Deposition

原子层沉积系统

YAONADIANZI D100-4882 L. Wen

Audio Analyzer

音频分析

Precision APX0525 H. Jiang

Autolab-Electrochemical Workstation

瑞士万通电化学工作站

Metrohm PGSTAT302N X. Zhang

BET

比表面积及蒸汽吸附分析仪

Belsorp Belsorp-max J. Wang

Biomimetic Robotic Arm

仿生机械臂

Kinova jaco Jaco S. Zhang

Centrifuge

离心机

Dlab Dm0506 C. Yin

Chemical Vapor Deposition

化学气相沉积系统

Thermo TF55035C-1 L. Wen

Computer

电脑

Apple Macbook air Y. Zhang

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONS61

Confocal Laser Scanning Microscope

激光扫描共聚焦显微镜

Leica Stellaris 5 C. Li

Cryostat

低温恒温器

Oxford

instruments

Optistatcf-v A. Kavokin

Displayer

显示器

Dell - Y. Zhang

Electrochemical Workstation

电化学工作站

Bio-logic Mpg2 J. Wang

Electrochemical Workstation

电化学综合测试仪

Princeton Parstat4000A X. Zhang

Electrochemical Workstation

电化学工作站

Solartron 1470E J. Wang

Fluorescence Imaging Platform

荧光成像平台

Olympus Bx43 J. Zhu

Force Test Stands System

电动拉压力测试系统

Mark-10 ESM 303 B. Zhu

FT-IR Spectrometer

傅里叶变换红外光谱

Thermo fisher Nicolet is 50 J. Wang

Functional Near Infra-Red Spectro-meter (fNIRS)

无线便携式近红外线成像系统

Nirx Nirsport2 M. Sawan

Gas Chromatograph

气相色谱仪

Fuli instruments Gc-9790plus X. Zhang

Glove Box

手套箱

Mikrouna Universal J. Wang

Glove Box Thermal Evaporation Magnetron

Sputtering Integrated System

手套箱热蒸发磁控溅射集成系统

Technol Pvd-ii L. Li

Glove Box

手套箱

Vigor SG 1500/750 TS B. Zhu

Glove Box

手套箱

Mikrouna Fg1500/750 X. Zhang

Glove Box

手套箱

Vigor 2400/750TS-F D. Liu

GPU

显卡

Nvidia A100 Y. Zhang

GPU

显卡

Nvidia 3090 Y. Zhang

Helium Leak Detector

检漏仪

Zkky Zqj 5600 H. Jiang

High-Throughput Sequencing

高通量测序仪

Illumina Hiseq2500 J. Zhu

In Situ Differential Electrochemical Mass

Spectrometer

原位差分电化学质谱仪

- QAS100 X. Zhang

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSEquipment (Continued)

62

Inductively Coupled Plasma Etching Machine

感应耦合等离子体刻蚀机

Chuangshiwein

a

Icp-8100 L. Li

Inverted Fluorescence Microscope

全自动倒置荧光显微镜

Ziss Axio Observer 7 M. Sawan

Ion-beam Etcher

离子束蚀刻机

Jinshengweina Ibe-200z L. Wen

IPG Laser System

超短皮秒光纤激光器

IPG Ylpp-25-3-50-r A. Kavokin

Keithley 2636 B System Sourcemeter

源测量系统

Keithley 2636 B B. Zhu

Laser System

激光设备

Universal (u.s.a) Vls3.50 L. Wen

Laser Scanning Confocal Microscope

激光共聚焦显微镜

Leica TCS SP8 M. Shang

Laser System

激光器

Coherent Astrella & Mira P. Savvidis

Laser System

激光器

M squared Multiple P. Savvidis

Liquid Chromatograph

液相色谱仪

Waters Prep 150 D. Liu

Lithography Machine

光刻机

Abm Abm/6/350/nuv/

dccd/m

L. Li

Low-temperature Nanoprobe

四探针

Scienta omicron Ltnp A. Kavokin

Mass Spectrometer

质谱仪

Qga Hiden J. Wang

Mass Spectrometry Flow

质谱流式

Fluidigm Cytof XT J. Zhu

Micro-Nano-Imprinting

微纳米压印机

Jinanzhicheng Vts-20 L. Wen

Micro-Raman Spectrometer

拉曼光谱仪

Witech Alpha300r M. Sawan

Mixed Signal Oscilloscope

示波器

Keysight Msos604a M. Sawan

Molecular Interaction Instrument

蛋白质分子作用分析仪

Fortebio OCTET K2 M. Sawan

Multi-Channel Neural Signal Acquisition System

多通道神经信号采集系统

Blackrock Cerebus 128 S. Zhang

Multichannel Potentiostat

多通道电化学工作站

Bio-logic Vmp-300 M. Sawan

Multi-Channel Stimulator System

多通道刺激器系统

Ampi Master 8 S. Zhang

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSEquipment (Continued)

63

Multi-Channel Transcranial Electrical Stimulation

System

多通道经颅电刺激系统

Neuroelectrics Starstim 8 S. Zhang

Multimode Microplate Reader

酶标仪

Thermofisher Varioskan LUX M. Sawan

Nanosecond Pulsed Laser

纳秒脉冲激光器

Beamtech Nimma 900 C. Ma

Optical (hand) Motion Capture Equipment

光学（手部）运动捕捉设备

- ZTJD6-

d9128twz

S. Zhang

Oscilloscope

示波器

Keysight 86100D Z. Zhang

Photoacoustic Endoscope

光声内窥镜

Lab-developed - C. Li

Physical Vapor Deposition

物理沉积系统

Godex KC-DZS400 L. Wen

PRBS Gen./BERT

伪随机码源/误码仪

Keysight M8040 Z. Zhang

Probe Station

探针台

Cascade EPS150 H. Jiang

Probe Station

探针台

Cascade Summit11K Z. Zhang

Probe Station

探针台系统

Cascade Summit11K M. Sawan

Ps Laser Driver with Heads and Spad

皮秒半导体激光器

Picoquant PDL 828-L A. Kavokin

PVD

镀膜机

Temescal BJD-2000 P. Savvidis

R500 Small Animal Anesthesia Machine

通用型小动物麻醉机

Rwd R500ie M. Shang

Raman

共焦显微拉曼光谱系统

Renishaw Invia Reflex A. Kavokin

RF Signal Source

射频信号源

R & S Sma100 Z. Zhang

Rotating Disk Electrode System

旋转圆盘电极系统

Pine - X. Zhang

Scanning Interferometer SURFIEW Premiu

光学 3D 表面轮廓仪

Chotest Superview w1 A. Kavokin

Semiconductor Parameter Analyzer

半导体参数分析仪

PDA Fs-pro L. Li

Small Animal Irradiator with IGRT Function

IGRT 的小动物辐照器

Precision X-rad J. Zhu

Solar Simulator

太阳光模拟器

Newport 94043A D. Liu

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSEquipment (Continued)

64

Spectrum Analyzer

频谱仪

R & S Fsw50 Z. Zhang

Step Profiler

探针式轮廓仪

Bruker Dektak XT B. Zhu

Stereoscopic Microscope

体视显微镜

Olympus SZ61 M. Shang

Sub-Micron Table Top Die Bonder

高精度贴片机

Finetech Fineplacer

Lambda2

M. Sawan

Tunable Laser

全波段激光器

Santec TSL-550 L. Li

Ultrasound Platform

超声发射/信号采集

S-sharp Prodigy C. Ma

Ultrasound Transducers

超声波换能器

Imasonics Ring array C. Ma

Vital Sign Simulator

体征信号模拟仪

Fluke Prosim8 H. Jiang

Wire Bonder

全自动金丝球焊机

ASM Eagle-aero M. Sawan

Xenon Lamp

氙灯光源

Perfect light Pls-sxe300d X. Zhang

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSEquipment (Continued)

65

/ Financial Support

Principal Investor

and Co-applicants

Financial Agency Project Title Period

A. Kavokin Zhejiang Department of

Science and Technology

Leading Innovative and

Entrepreneurial Team in

Zhejiang Province - Polariton

Innovation Team

2019-2021

A. Kavokin, P. Savvidis,

K. Lagoudakis

Westlake University Startup support 2018-2023

B. Zhu National Natural Science

Foundation of China

Flexible Active Pressure

Sensor Array Based on Oxide

Thin Film Transistors

2021-2025

C. Yin Hangzhou Municipal Science

and Technology Bureau

Study on the therapeutic

effectiveness of Angong

Niuhuang pill in patients with

acute large artery occlusive

cerebral infarction (yang

closure) treated with

intravascular therapy

2021-2024

C. Yin Hangzhou Municipal Health

Commission

Based on ceRNA chip

sequencing, construction

and functional enrichment

analysis of circRNA-miRNAmRNA regulatory network

involved in intracranial

atherosclerotic stenosis

(ICAS)

2020-2023

D. Wang,

M. Sawan and 3 others

Science and Technology

Innovation 2030 - Major

Project (Co-PI)

Deep reinforcement learning

method for brain-inspired

chips

2023-2026

F. Chen, H. Jiang, et. al. Shenzhen City Hearing Aids IC 2023

G. Yin National Natural Science

Foundation of China

Diagnosis and treatment of

intraluminal tumor based on

multimodal optical

technologies

2023

H. Jiang Beijing Quantum Info. Institute Cryogenic CMOS design 2020

H. Jiang 3rd Party Company ULP wideband transceiver 2023

H. Jiang 3rd Party Company Wireless acoustic signal

sensing ASIC

2022

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONS66

H. Jiang, Y. Zheng, Z.

Chen

Guangdong Province Qubit controller IC 2022

H. Wu National Natural Science

Foundation of China

Mechanistic Investigation of

Electrical Stimulation of the

vmPFC-NAc-VP circuit for

Depression

J. Shi Zhejiang Lab High-speed 3D PACT 2020-2023

J. Wang Westlake University, Hangzhou,

China

Startup research budget 2018

J. Wang NNSFC Electrolytes 2019

J. Wang Dean Special Programme,

Westlake University, Hangzhou,

China

Flow Batteries 2021

J. Wang RCIF Air-stable batteries 2021

K. Liu Zhejiang Provincial Natural

Science Foundation Research

Association

Precise treatment of large

artery stenosis based on

dynamic monitoring of

cerebral perfusion: a fNIRS

study

2022-2024

K. Liu Health Commission of Zhejiang

Province

Cerebral microbleeds affect

post-stoke function recovery

by down-regulating the

expression of brain derived

neurotrophic factor via

eNOS/NO pathway)

2022-2024

K. Liu Youth Talent Fund Project for

Zhejiang Province's Traditional

Chinese Medicine Science and

Technology Plan

Multi-modal imaging study

to validate the efficacy of

Angong Niuhuang Pills in

reducing reperfusion injury in

stroke patients undergoing

thrombectomy procedures

2022-2025

L. Jiang Health Commission of

Hangzhou Municipality

Regulating the proliferation,

apoptosis, and inflammation

of vascular endothelial cells

induced by oxidized lowdensity lipoprotein (ox-LDL)

by adjusting the miR146a/HDAC1 axis in

intracranial atherosclerosis

2021-2024

L. Jiang Zhejiang Provincial Natural

Science Foundation Research

Association

Application of mPASS score

in the hierarchical diagnosis

and treatment of acute

cerebral infarction with large

artery occlusion

2020-2022

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSFinancial Support (Continued)

67

L. Kong, M. Cheng Ministry of Science and

Technology of P. R. China

Mesoscopic Scale Multimodal Imaging and

Modulation of Neuro-activity

2022-2027

L. Li et al. National Key Research and

Development Program of China

Research on silicon-based

multi-layer threedimensional integrated chips

and process technology

2020-2022

L. Li et al. Leading Innovative and

Entrepreneur Team

Introduction Program of

Zhejiang

Wearable imaging devices

for efficient COVID-19

sensing, detection and

treatment

2021-2023

L. Li et al. National Natural Science

Foundation of China

Research on strain sensing in

3D space based on flexible

integrated photonics

2022-2025

L. Li et al. National Natural Science

Foundation of China

Research on highperformance flexible

waveguide-integrated

photodetectors

2022-2024

L. Li et al. Zhejiang Provincial Natural

Science Foundation of China

Heterogeneous integration

of chalcogenide glasses on

silicon photonic platform for

high-performance nonlinear

optical devices

2022-2024

L. Wen National Natural Science

Foundation of China

Research on mechanism of

electrochemical reduction of

carbon dioxide in series

based on customizable twocomponent nanoarray

structure

2022-2023

L. Wen Future Industries Research

Center, Westlake University

Research on a New MultiGate Surrounding Gate

Transistor Array Based on

Aluminum-based Cross-scale

Manufacturing Technology

2022-2023

L. Wen National Natural Science

Foundation of China

Research on Cross-scale

Extreme Manufacturing

Method Based on Hardening

of Aluminum Metal Surface

Processing

2023-2023

M. Cheng National Natural Science

Foundation of P. R. China

Quantitative Photoacoustic

Imaging by Deep Learning

2020-2023

M. Cheng Fuzhou Institute for Data

Technology

Photoacoustic/Ultrasound

Dual Modality Imaging

System

2021-2022

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSFinancial Support (Continued)

68

M. Cheng THU Institute for Smart

Healthcare

Sentinel Lymph Node Biopsy

Assisted by Photoacoustic

Imaging

2022-2025

M. Sawan Westlake University, Hangzhou,

China

Founding the Cutting-Edge

Net of Biomedical Research

and Innovation (CenBRAIN)

2019-2024

M. Sawan National Award, China Smart Brain-Microsystem

Interfaces for Efficient

Diagnostic and Treatment of

Neurodegenerative diseases

2019-2020

M. Sawan Bright Dream Joint Robotics

Research Institute,

Zhejiang, China

Artificial Intelligence

Learning Implementations

for Medical and Robotic

Applications (AILEARN)

2019-2020

M. Sawan and 3 others Governments from Zhejiang

Province, Hangzhou city and

Xihu district, China

Zhejiang Leading Innovation

Team

2021-2023

M. Sawan and 4 others Government from Zhejiang

Province, China

Zhejiang Key R&D Plan 2021-2023

M. Sawan and 5 others Zhejiang Province Government

Award, China

KP research support 2021-2025

M. Sawan and 6 others Westlake University, Tencent,

Zhejiang University-Pinduoduo,

and Zhejiang University of

Technology, China

Label-free Biosensors for

Accurate Point-of-Care

Detection of Coronavirus

COVID-19

2020-2021

M. Sawan and Li D. Research Center for Industries

of the Future Project

Organoids on 3D Microchips

for High-Throughput

Screening of SARS-CoV-2

Vaccines

2022-2024

M. Shang National Natural Science

Foundation of China

Protective effect of PRODH

on cardiac hypertrophy

2023

M. Shang Natural Science Funds of

Zhejiang Province

The effect of macrophage

Glud1 on cardiac

hypertrophy

2022

M. Shang Zhejiang University Immune metabolism in

coronary artery disease

2021

P. Savvidis Westlake University, Hangzhou Westlake University Startup

Fund

2023-2028

S. Bian National Natural Science

Foundation of China

Rapid optical biosensors for

neutralizing COVID-19

antibodies detection in dried

blood spot samples

2022-2024

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSFinancial Support (Continued)

69

S. Zhang Key Research and Development

Projects of Zhejiang Province

Key technologies and

methods for multimodal

hybrid brain-computer

interfaces for speech

interaction

2021

S. Zhang National Key Research and

Development Projects

Wireless high-throughput,

high-resolution fully

implantable flexible braincomputer interface

technology

2022

X. Zhang Zhejiang University Startup support 2021

X. Zhang Ministry of Science and

Technology

National Key R&D Program

of China

2022

X. Zhang Amperex Technology Limited Company R&D projects 2019

X. Zhang Wenna Technology Limited Company R&D projects 2019

Y. Qi National Natural Science

Foundation of China

Intrusive Chinese BrainMachine Interface Theory

and Key Technology

Research

Y. Zhang Ministry of Science and

Technology

The mainland and Macao

jointly fund research and

development projects

2022-2025

Y. Zhang Department of Science and

Technology of Zhejiang

Province

Research on a new

generation of natural

language processing

representation

2022-2024

Y. Zhang National Natural Science

Foundation of China

Cross-domain knowledge

extraction and fusion for

component parsing

2020-2023

Y. Zhang Tencent The role of semantic analysis

in conversational systems

2022-2023

Y. Zhang Language Bridge Language Bridge Machine

Translation System

2022-2025

Z. Zhang Beijing MCST SerDes for Chiplet D2D

interface

2023

Z. Zhang NSFC PLL & SerDes Design 2022

Z. Zhang NSFC Low-voltage low-jitter PLL

Design

2022

Z. Zhang Beijing MCST SerDes for CPO applications 2021

Z. Zhang Chinese Academy of Sciences Startup support 2020

CenBRAIN Neurotech

Annual Report 2022-2023 C ONT RI BUTI ONSFinancial Support (Continued)

70

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E N D I XAPPENDIX

71

/ Group Photos of Members' Labs

 Advanced Optoelectronic Materials & Devices

 Flexible Integrated Photonics Lab (FLIP LAB)

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E NDI X72

 Lab of Flexible Electronics

 Machine Intelligence Lab (MiLAB)

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E NDI XGroup Photos of Members’ Labs(Continued)73

 Multifunctional Nanostructured Devices Lab

 Natural Language Processing Lab

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E NDI XGroup Photos of Members’ Labs(Continued)74

 Quantum Optoelectronics Group

 The Quantum Polaritonics Lab

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E NDI XGroup Photos of Members’ Labs(Continued)75

 Westlake Energy Storage Lab (WESL)

 CenBRAIN Neurotech

CenBRAIN Neurotech

Annual Report 2022-2023 A P P E NDI XGroup Photos of Members’ Labs(Continued)76

CenBRAIN Neurotech

is committed to lead research activities on smart medical devices such as sensors and

actuators. CenBRAIN Neurotech is closely connected to the Polystim Neurotech Lab

of Polytechnique Montreal, which was initiated by Professor Sawan several years ago.

The goal of this collaboration is to bring together the expertise and resources of both

institutions to advance the introduction of innovative solutions for neurological

disorders. Through this partnership, CenBRAIN Neurotech aims to leverage cuttingedge technologies to improve the diagnosis, treatment, prediction, and management

of neurological diseases, ultimately improving the lives of patients and their families.

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