Power modeling and estimation during ADL-driven embedded processor design. - Zheng Wang 027; Lai Wang; Hui Xie; Anupam Chattopadhyay (ICEAC, 2013)

Direct FPGA-based power profiling for a RISC processor. - Cosmin Cernazanu-Glavan; Marius Marcu; Alexandru Amaricai; Stefan Fedeac; Madalin Ghenea; Zheng Wang 027; Anupam Chattopadhyay; Jan Weinstock; Rainer Leupers (I2MTC, 2015)

High-level estimation and exploration of reliability for multi-processor system-on-chip. - Zheng Wang 027 (2015)

Low-Cost Hardware Infrastructure for Runtime Thread Level Energy Accounting. - Marius Marcu; Oana Boncalo; Madalin Ghenea; Alexandru Amaricai; Jan Weinstock; Rainer Leupers; Zheng Wang 027; Giorgis Georgakoudis; Dimitrios S. Nikolopoulos; Cosmin Cernazanu-Glavan; Lucian Bara; Marian Ionascu (ARCS, 2016)

Current mirror array: A novel lightweight strong PUF topology with enhanced reliability. - Zheng Wang 027; Yi Chen 012; Aakash Patil; Chip-Hong Chang; Arindam Basu (ISCAS, 2017)

Current Mirror Array: A Novel Circuit Topology for Combining Physical Unclonable Function and Machine Learning. - Zheng Wang 027; Yi Chen 012; Aakash Patil; Jayasanker Jayabalan; Xueyong Zhang; Chip-Hong Chang; Arindam Basu (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

A Current Mirror Cross Bar Based 2.86-TOPS/W Machine Learner and PUF with <2.5% BER in 65nm CMOS for IoT Application. - Yi Chen 012; Zheng Wang 027; Aakash Patil; Arindam Basu (ISCAS, 2019)

Accelerating Compact Convolutional Neural Networks with Multi-threaded Data Streaming. - Weiguang Chen; Zheng Wang 027; Shanliao Li; Zhibin Yu 001; Huijuan Li (ISVLSI, 2019)

A 2.86-TOPS/W Current Mirror Cross-Bar-Based Machine-Learning and Physical Unclonable Function Engine For Internet-of-Things Applications. - Yi Chen 012; Zheng Wang 027; Aakash Patil; Arindam Basu (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

Detecting Fault Injection Attacks Based on Compressed Sensing and Integer Linear Programming. - Huiyun Li; Cuiping Shao; Zheng Wang 027 (IEEE Trans. Dependable Secur. Comput., 2019)

Accelerating Atrous Convolution with Fetch-and-Jump Architecture for Activation Positioning. - Zhuo Wang; Zheng Wang 027; Bo Dong; Chao Chen 022; Yongkui Yang; Zhibin Yu 001 (ICTA, 2020)

Improving system latency of AI accelerator with on-chip pipelined activation preprocessing and multi-mode batch inference. - Wenxuan Chen; Zheng Wang 027; Ming Lei; Bo Dong; Zhuo Wang; Yongkui Yang; Chao Chen 022; Weiyu Guo; Chen Liang; Qian Zhang; Wenqi Fang; Zhibin Yu 001 (AICAS, 2021)

Highly-accurate gesture recognition based on ResNet with low-budget data gloves. - Hongrui Min; Chao Chen 022; Shixin Huang; Xiaorui Tian; Yongkui Yang; Zheng Wang 027 (AISS, 2021)

OR-ML: Enhancing Reliability for Machine Learning Accelerator with Opportunistic Redundancy. - Bo Dong; Zheng Wang 027; Wenxuan Chen; Chao Chen 022; Yongkui Yang; Zhibin Yu 001 (DATE, 2021)

CNN-DMA: A Predictable and Scalable Direct Memory Access Engine for Convolutional Neural Network with Sliding-window Filtering. - Zheng Wang 027; Zhuo Wang; Jian Liao; Chao Chen 022; Yongkui Yang; Bo Dong; Weiguang Chen; Wenxuan Chen; Ming Lei; Weiyu Guo; Rui Chen; Yi Peng; et al. (ACM Great Lakes Symposium on VLSI, 2021)

sEMG-Based Gesture Recognition Using GRU With Strong Robustness Against Forearm Posture. - Rui Chen; YuanZhi Chen; Weiyu Guo; Chao Chen 022; Zheng Wang 027; Yongkui Yang (RCAR, 2021)

Colorization for in situ Marine Plankton Images. - Guannan Guo; Qi Lin; Tao Chen; Zhenghui Feng; Zheng Wang 027; Jianping Li (ECCV (38), 2022)

Context-Enhanced Stereo Transformer. - Weiyu Guo; Zhaoshuo Li; Yongkui Yang; Zheng Wang 027; Russell H. Taylor; Mathias Unberath; Alan L. Yuille; Yingwei Li 002 (ECCV (32), 2022)

LIPFD-NPU: Low-overhead Instruction-driven Permanent Fault Detection for Neural Processing Unit. - Pengfei Wu; Zheng Wang 027; Zhiming Pan; Weilun Wang (ICTA, 2022)

An Energy-Efficient Method for Recurrent Neural Network Inference in Edge Cloud Computing. - Chao Chen 022; Weiyu Guo; Zheng Wang 027; Yongkui Yang; Zhuoyu Wu; Guannan Li (Symmetry, 2022)

COMPACT: Co-processor for Multi-mode Precision-adjustable Non-linear Activation Functions. - Wenhui Ou; Zhuoyu Wu; Zheng Wang 027; Chao Chen 022; Yongkui Yang (DATE, 2023)

Multi-Attention Feature Fusion Network for Accurate Estimation of Finger Kinematics From Surface Electromyographic Signals. - Weiyu Guo; Ning Jiang 001; Dario Farina; Jingyong Su; Zheng Wang 027; Chuang Lin 001; Hui Xiong 001 (IEEE Trans. Hum. Mach. Syst., 2023)

PerFT-N: Low-overhead Permanent Fault-Tolerance Mechanism for Neural Processing Units. - Haojie Jian; Chao Chen 022; Zheng Wang 027; Pengfei Wu (ACM Great Lakes Symposium on VLSI, 2024)

A3S: A General Active Clustering Method with Pairwise Constraints. - Xun Deng; Junlong Liu; Han Zhong; Fuli Feng; Chen Shen 003; Xiangnan He 001; Jieping Ye; Zheng Wang 027 (ICML, 2024)

Dual-Branch StarNet with Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords and Speakers. - Yuting He 002; Chengtai Li; Heng Yu 001; Jianfeng Ren; Zheng Wang 027; Heshan Du; Yinshui Xia (ICONIP (5), 2024)

Low-latency Buffering for Mixed-precision Neural Network Accelerator with MulTAP and FQPipe. - Yike Li; Zheng Wang 027; Wenhui Ou; Chen Liang; Weiyu Zhou; Yongkui Yang; Chao Chen 022 (ISCAS, 2024)

Harmonizing Unets: Attention Fusion module in cascaded-Unets for low-quality OCT image fluid segmentation. - Zhuoyu Wu; Qinchen Wu; Wenqi Fang; Wenhui Ou; Quanjun Wang; Linde Zhang; Chao Chen 022; Zheng Wang 027; Heshan Li (Comput. Biol. Medicine, 2024)

Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding. - Wei Wu 045; Chao Wang 086; Liyi Chen 001; Mingze Yin; Yiheng Zhu 002; Kun Fu; Jieping Ye; Hui Xiong 001; Zheng Wang 027 (CoRR, 2024)

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. - Wei Wu 045; Zhuoshi Pan; Chao Wang 086; Liyi Chen 001; Yunchu Bai; Kun Fu; Zheng Wang 027; Hui Xiong 001 (CoRR, 2024)

AnchorCapsule: A Datastream-Serving Post-Processor for Object Detection in Embedded Vision SoC. - Yi Peng; Yongkui Yang; Zheng Wang 027; Chao Chen 022 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer. - Mingze Yin; Hanjing Zhou; Yiheng Zhu 002; Jialu Wu; Wei Wu 045; Mingyang Li; Kun Fu; Zheng Wang 027; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (AAAI, 2025)

ProtCLIP: Function-Informed Protein Multi-Modal Learning. - Hanjing Zhou; Mingze Yin; Wei Wu 045; Mingyang Li; Kun Fu; Jintai Chen; Jian Wu 001; Zheng Wang 027 (AAAI, 2025)

De2r: Unifying DVFS and Early-Exit for Embedded AI Inference via Reinforcement Learning. - Yuting He 002; Jingjin Li; Chengtai Li; Qingyu Yang 004; Zheng Wang 027; Heshan Du; Jianfeng Ren; Heng Yu 001 (DATE, 2025)

AttenPU: An Area Efficient Attention Processor with Reconfigurable FP8 Precision and Dataflow. - Qiawei Zheng; Pu Zhou; Zheng Wang 027; Zhuoyu Wu; Yike Li; Zhihao Du; Chao Chen 022; Yongkui Yang; Wenqi Fang; Anupam Chattopadhyay (ACM Great Lakes Symposium on VLSI, 2025)

PDR-KAN: Pipeline-Driven Reconfigurable Accelerator for Kolmogorov-Arnold Networks with Cross-Mode Sparsity Support. - Wenhui Ou; Zhuoyu Wu; Yike Li; Alexandra Geciova; Zheng Wang 027; C. Patrick Yue (ISCAS, 2025)

ZergPPU: an evolutionary multi-mode post processor for vision neural networks. - Weilun Wang; Chen Chao; Zheng Wang 027 (ISCAS, 2025)

GENERator: A Long-Context Generative Genomic Foundation Model. - Wei Wu 045; Qiuyi Li; Mingyang Li; Kun Fu; Fuli Feng; Jieping Ye; Hui Xiong 001; Zheng Wang 027 (CoRR, 2025)

Less is More: Improving LLM Alignment via Preference Data Selection. - Xun Deng; Han Zhong; Rui Ai 004; Fuli Feng; Zheng Wang 027; Xiangnan He 001 (CoRR, 2025)

Constants of motion network revisited. - Wenqi Fang; Chao Chen 022; Yongkui Yang; Zheng Wang 027 (CoRR, 2025)

Tensor Manipulation Unit (TMU): Reconfigurable, Near-Memory Tensor Manipulation for High-Throughput AI SoC. - Weiyu Zhou; Zheng Wang 027; Chao Chen 022; Yike Li; Yongkui Yang; Zhuoyu Wu; Anupam Chattopadhyay (CoRR, 2025)

ADMET evaluation in drug discovery: 21. Application and industrial validation of machine learning algorithms for Caco-2 permeability prediction. - Dong Wang; Jieyu Jin; Guqin Shi; Jingxiao Bao; Zheng Wang 027; Shimeng Li; Peichen Pan; Dan Li 013; Yu Kang 002; Tingjun Hou (J. Cheminformatics, 2025)

Syn-MolOpt: a synthesis planning-driven molecular optimization method using data-derived functional reaction templates. - Xiaodan Yin; Xiaorui Wang; Zhenxing Wu; Qin Li; Yu Kang 002; Yafeng Deng; Pei Luo; Huanxiang Liu; Guqin Shi; Zheng Wang 027; Xiaojun Yao; Chang-Yu Hsieh; et al. (J. Cheminformatics, 2025)