| 2026 | AAAI | HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference. | Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang |
| 2026 | ACL | Benchmarking LLMs on Authentic Cases from Medical Journals. | Wanlong Liu, Junying Chen, Yunjin Yang, Prayag Tiwari, Wenyu Chen, Benyou Wang |
| 2026 | ACL | Beyond the Singular: Revealing the Value of Multiple Generations in Benchmark Evaluation. | Wenbo Zhang, Hengrui Cai, Wenyu Chen |
| 2025 | AAAI | One Node One Model: Featuring the Missing-Half for Graph Clustering. | Xuanting Xie, Bingheng Li, Erlin Pan, Zhaochen Guo, Zhao Kang, Wenyu Chen |
| 2025 | AAAI | Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing. | Dingyi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao, Chengzhuo Lu, Wenyu Chen, Malu Zhang, Guoqing Wang, Yang Yang |
| 2025 | CCS | Unmask Tampering: Efficient Document Tampering Localization under Recapturing Attacks with Real Distortion Knowledge. | Changsheng Chen, Wenyu Chen, Yinyin Lin, Bin Li, Jiwu Huang |
| 2025 | COLING | A Compressive Memory-based Retrieval Approach for Event Argument Extraction. | Wanlong Liu, Enqi Zhang, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen |
| 2025 | EMNLP | RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions. | Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang |
| 2025 | ICASSP | Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models. | Wanlong Liu, Yichen Xiao, Dingyi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang |
| 2025 | ICASSP | Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling. | Wanlong Liu, Dingyi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, Wenyu Chen |
| 2025 | ICASSP | Decoupled Feature Matching for Few-shot Counting and Localization. | Chao Zhai, Fan Zhang, Wenyu Chen, Malu Zhang, Fan Li, Xuanting Xie |
| 2025 | ICML | Diffusion Sampling Correction via Approximately 10 Parameters. | Guangyi Wang, Wei Peng, Lijiang Li, Wenyu Chen, Yuren Cai, Song-Zhi Su |
| 2025 | NAACL | Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. | Li Zhou, Taelin Karidi, Wanlong Liu, Nicolas Garneau, Yong Cao, Wenyu Chen, Haizhou Li, Daniel Hershcovich |
| 2024 | ACL | Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. | Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen |
| 2024 | AISTATS | FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. | Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder |
| 2024 | HCI | Research on Individualized Design of Youth Clothing Based on QFD Method. | Wenyu Chen, Sun Lei |
| 2024 | ICANN | A Multiscale Resonant Spiking Neural Network for Music Classification. | Yuguo Liu, Wenyu Chen, Hanwen Liu, Yun Zhang, Liwei Huang, Hong Qu |
| 2024 | ICASSP | MLPs Compass: What is Learned When MLPs are Combined with PLMs? | Li Zhou, Wenyu Chen, Yong Cao, Dingyi Zeng, Wanlong Liu, Hong Qu |
| 2024 | IROS | 3D Object Visibility Prediction in Autonomous Driving. | Chuanyu Luo, Nuo Cheng, Ren Zhong, Haipeng Jiang, Wenyu Chen, Aoli Wang, Pu Li |
| 2023 | AAAI | Substructure Aware Graph Neural Networks. | Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu |
| 2023 | EMNLP | Adaptive Textual Label Noise Learning based on Pre-trained Models. | Shaohuan Cheng, Wenyu Chen, Mingsheng Fu, Xuanting Xie, Hong Qu |
| 2023 | EMNLP | Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features. | Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich |
| 2023 | ICASSP | Rethinking Random Walk in Graph Representation Learning. | Dingyi Zeng, Wenyu Chen, Wanlong Liu, Li Zhou, Hong Qu |
| 2023 | ICML | Fast as CHITA: Neural Network Pruning with Combinatorial Optimization. | Riade Benbaki, Wenyu Chen, Xiang Meng, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder |
| 2023 | KDD | COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. | Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder |
| 2022 | ECCV | Eliminating Gradient Conflict in Reference-based Line-Art Colorization. | Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang |
| 2022 | ICASSP | A Simple Graph Neural Network via Layer Sniffer. | Dingyi Zeng, Li Zhou, Wanlong Liu, Hong Qu, Wenyu Chen |
| 2022 | PIMRC | RIS-Aided Multiple-Input Multiple-Output Wireless Communication System Considering Hardware Impairments. | Yingjie Liu, Gongbin Qian, Xingquan Li, Wenyu Chen, Chunlong He |
| 2022 | PRICAI | Abbreviated Weighted Graph in Multi-Agent Reinforcement Learning. | Siying Wang, Hongfei Du, Wenyu Chen, Hong Qu |
| 2021 | AAAI | Self-Paced Two-dimensional PCA. | Jiangxin Li, Zhao Kang, Chong Peng, Wenyu Chen |
| 2021 | VTC | Secrecy Rate Maximization for Intelligent Reflecting Surface-Assisted Device-to-Device Communications System. | Gongbin Qian, Yuping Zheng, Wenyu Chen, Chunlong He |
| 2019 | ACML | Latent Multi-view Semi-Supervised Classification. | Xiaofan Bo, Zhao Kang, Zhitong Zhao, Yuanzhang Su, Wenyu Chen |
| 2019 | ICML | Unifying Orthogonal Monte Carlo Methods. | Krzysztof Choromanski, Mark Rowland, Wenyu Chen, Adrian Weller |
| 2019 | IJCAI | Multiple Partitions Aligned Clustering. | Zhao Kang, Zipeng Guo, Shudong Huang, Siying Wang, Wenyu Chen, Yuanzhang Su, Zenglin Xu |
| 2019 | ISKE | Mutual Constraint Learning for Weakly Supervised Object Detection. | Yongsheng Liu, Wenyu Chen, S. M. Hasan Mahmud, Hong Qu, Kebin Miao, Feng Wei, Ziliang Zhang |
| 2018 | Tencon | Joint texture and geometry analysis for robotic adaptive visual inspection. | Wenyu Chen, Wei Xiong, Jierong Cheng, Ying Gu, Yusha Li |
| 2018 | Tencon | Pixel-level Crack Detection using U-Net. | Jierong Cheng, Wei Xiong, Wenyu Chen, Ying Gu, Yusha Li |
| 2015 | ICIP | CHORD: Cascaded and a contrario method for hole crack detection. | Jierong Cheng, Wei Xiong, Yue Wang, Shue-Ching Chia, Wenyu Chen, Jia Du, Ying Gu, Victor Ter Shen Kow |
| 2015 | ICIP | Robust laser stripe extraction using ridge segmentation and region ranking for 3D reconstruction of reflective and uneven surface. | Jia Du, Wei Xiong, Wenyu Chen, Jierong Cheng, Yue Wang, Ying Gu, Shue-Ching Chia |
| 2015 | ICIP | A new Mumford-Shah type model involvinga smoothing operator for multiphase image segmentation. | Ying Gu, Wei Xiong, Li-Lian Wang, Jierong Cheng, Jia Du, Wenyu Chen, Yue Wang, Shue-Ching Chia |
| 2014 | ACCV | Multi-view Point Cloud Registration Using Affine Shape Distributions. | Jia Du, Wei Xiong, Wenyu Chen, Jierong Cheng, Yue Wang, Ying Gu, Shue-Ching Chia |
| 2013 | DASC | The One-Way Delay Measurement Algorithm on to Time Synchronization of NTP. | Ruijie Ou, Wenyu Chen, LinLi Guo, WeiShun Li |
| 2013 | DASC | Emulation of Network Path Quality Indicators. | Ruijie Ou, Wenyu Chen, WeiShun Li, LinLi Guo |
| 2013 | DASC | An Improved Search Algorithm Based on Path Compression for Complex Network. | Ye Yuan, Wenyu Chen, Minyu Feng, Hong Qu |
| 2013 | MICCAI | Planning of Middle Hepatic Vein-Guided Hemihepatectomy: Resection Pathway Construction and Optimization. | Wenyu Chen, Jiayin Zhou, Weimin Huang, Yanling Chi, Wei Xiong, Sudhakar K. Venkatesh, Stephen Kin Yong Chang, Jimin Liu, Qi Tian |
| 2013 | MICCAI | Modeling and Simulation of Soft Tissue Deformation. | Yuping Duan, Weimin Huang, Huibin Chang, Wenyu Chen, Kyaw Kyar Toe, Jiayin Zhou, Tao Yang, Jiang Liu, Soo Kng Teo, Calvin Chi-Wan Lim, Yi Su, Chee-Kong Chui, Stephen K. Y. Chang |
| 2012 | MICCAI | Delineation of Liver Tumors from CT Scans Using Spectral Clustering with Out-of-Sample Extension and Multi-windowing. | Jiayin Zhou, Weimin Huang, Wei Xiong, Wenyu Chen, Sudhakar K. Venkatesh, Qi Tian |
| 2006 | ISCAS | ASIC hardware implementation of the IDEA NXT encryption algorithm. | Marco Macchetti, Wenyu Chen |
| 2002 | CSCWD | A New Parallel Architecture for Image Compression. | Shixin Sun, Chao-Yang Pang, Wenyu Chen |