| 2026 | SIGIR | PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs. | Guoqing Wang, Zhao Zhang, Zeyu Sun, Xiaofei Xie, Yizhou Chen, Yanchao Tan, Dan Hao |
| 2025 | ACL | Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? | Qingyuan Liang, Zhao Zhang, Zeyu Sun, Zheng Lin, Qi Luo, Yueyi Xiao, Yizhou Chen, Yuqun Zhang, Haotian Zhang, Lu Zhang, Chenbin Chenbin, Yingfei Xiong |
| 2025 | CSCWD | Genotypic Data Sparse Dimensionality Reduction and Variational Autoencoder-Based Feature Extraction. | Qiushi Zhang, Junfeng Liu, Yizhou Chen, Lang Ao, Dandan Chen |
| 2025 | Interspeech | Perception of Emotional Speech by Individuals with High Borderline Personality Features. | Yizhou Chen, Xiyu Wu |
| 2025 | ICSE | Gpass: A Goal-Adaptive Neural Theorem Prover Based on Coq for Automated Formal Verification. | Yizhou Chen, Zeyu Sun, Guoqing Wang, Dan Hao |
| 2025 | MICCAI | UDPET: Ultra-low Dose PET Imaging Challenge Dataset. | Song Xue, Hanzhong Wang, Yizhou Chen, Fanxuan Liu, Hong Zhu, Marco Viscione, Rui Guo, Axel Rominger, Biao Li, Kuangyu Shi |
| 2024 | CoRL | Differentiable Discrete Elastic Rods for Real-Time Modeling of Deformable Linear Objects. | Yizhou Chen, Yiting Zhang, Zachary Brei, Tiancheng Zhang, Yuzhen Chen, Julie Wu, Ram Vasudevan |
| 2024 | ICASSP | Personalized Local Differentially Private Federated Learning with Adaptive Client Sampling. | Yizhou Chen, Wangjie Xu, Xincheng Wu, Meng Zhang, Bing Luo |
| 2024 | IJCAI | Dynamically Anchored Prompting for Task-Imbalanced Continual Learning. | Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang |
| 2024 | ICRA | Sensor-based Multi-Robot Coverage Control with Spatial Separation in Unstructured Environments. | Xinyi Wang, Jiwen Xu, Chuanxiang Gao, Yizhou Chen, Jihan Zhang, Chenggang Wang, Yulong Ding, Ben M. Chen |
| 2024 | ICRA | Air Bumper: A Collision Detection and Reaction Framework for Autonomous MAV Navigation. | Ruoyu Wang, Zixuan Guo, Yizhou Chen, Xinyi Wang, Ben M. Chen |
| 2024 | ICSE | Improving Smart Contract Security with Contrastive Learning-based Vulnerability Detection. | Yizhou Chen, Zeyu Sun, Zhihao Gong, Dan Hao |
| 2024 | ISSTA | Commit Artifact Preserving Build Prediction. | Guoqing Wang, Zeyu Sun, Yizhou Chen, Yifan Zhao, Qingyuan Liang, Dan Hao |
| 2024 | KDD | Residual Multi-Task Learner for Applied Ranking. | Cong Fu, Kun Wang, Jiahua Wu, Yizhou Chen, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Zhiming Zhou |
| 2024 | SIGIR | An E-Commerce Dataset Revealing Variations during Sales. | Jianfu Zhang, Qingtao Yu, Yizhou Chen, Guoliang Zhou, Yawen Liu, Yawei Sun, Chen Liang, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Han Yu |
| 2023 | AAAI | Multi-Domain Generalized Graph Meta Learning. | Mingkai Lin, Wenzhong Li, Ding Li, Yizhou Chen, Guohao Li, Sanglu Lu |
| 2023 | ICRA | Sampling-based path planning under temporal logic constraints with real-time adaptation. | Yizhou Chen, Ruoyu Wang, Xinyi Wang, Ben M. Chen |
| 2023 | IROS | An Interactive System for Multiple-Task Linear Temporal Logic Path Planning. | Yizhou Chen, Xinyi Wang, Zixuan Guo, Ruoyu Wang, Xunkuai Zhou, Guidong Yang, Shupeng Lai, Ben M. Chen |
| 2023 | IROS | Multi-View Stereo with Learnable Cost Metric. | Guidong Yang, Xunkuai Zhou, Chuanxiang Gao, Benyun Zhao, Jihan Zhang, Yizhou Chen, Xi Chen, Ben M. Chen |
| 2023 | IROS | ADMNet: Anti-Drone Real-Time Detection and Monitoring. | Xunkuai Zhou, Guidong Yang, Yizhou Chen, Chuangxiang Gao, Benyun Zhao, Li Li, Ben M. Chen |
| 2023 | IGARSS | Further Investigation on ISAR Maximum-Sharpness Phase Adjustment: Rationality and Mechanism. | Yizhou Chen, Junfeng Wang |
| 2023 | KSEM | Learning-Based Dichotomy Graph Sketch for Summarizing Graph Streams with High Accuracy. | Ding Li, Wenzhong Li, Yizhou Chen, Xu Zhong, Mingkai Lin, Sanglu Lu |
| 2023 | MICCAI | A Semantic-Guided and Knowledge-Based Generative Framework for Orthodontic Visual Outcome Preview. | Yizhou Chen, Xiaojun Chen |
| 2023 | MIG | Primal Extended Position Based Dynamics for Hyperelasticity. | Yizhou Chen, Yushan Han, Jingyu Chen, Shiqian Ma, Ronald Fedkiw, Joseph Teran |
| 2023 | WWW | Clustered Embedding Learning for Recommender Systems. | Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Heng-Yi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou |
| 2022 | AAAI | Cosine Model Watermarking against Ensemble Distillation. | Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang |
| 2022 | ACML | Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders. | Qingning Lu, Wenzhong Li, Chuanze Zhu, Yizhou Chen, Yinke Wang, Zhijie Zhang, Linshan Shen, Sanglu Lu |
| 2022 | AISTATS | Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning. | Yizhou Chen, Shizhuo Zhang, Bryan Kian Hsiang Low |
| 2022 | CoRL | Visuo-Tactile Transformers for Manipulation. | Yizhou Chen, Mark Van der Merwe, Andrea Sipos, Nima Fazeli |
| 2022 | ICANN | Pancreatic Image Augmentation Based on Local Region Texture Synthesis for Tumor Segmentation. | Zihan Wei, Yizhou Chen, Qiu Guan, Haigen Hu, Qianwei Zhou, Zhicheng Li, Xinli Xu, Alejandro Frangi, Feng Chen |
| 2022 | WWW | Resource-Efficient Training for Large Graph Convolutional Networks with Label-Centric Cumulative Sampling. | Mingkai Lin, Wenzhong Li, Ding Li, Yizhou Chen, Sanglu Lu |
| 2022 | UAI | On provably robust meta-Bayesian optimization. | Zhongxiang Dai, Yizhou Chen, Haibin Yu, Bryan Kian Hsiang Low, Patrick Jaillet |
| 2022 | UAI | Neural ensemble search via Bayesian sampling. | Yao Shu, Yizhou Chen, Zhongxiang Dai, Bryan Kian Hsiang Low |
| 2021 | ICONIP | Multi-domain Abdomen Image Alignment Based on Joint Network of Registration and Synthesis. | Yizhou Chen, Zhengwei Lu, Xu-Hua Yang, Haigen Hu, Qiu Guan, Feng Chen |
| 2021 | ICONIP | Pancreatic Neoplasm Image Translation Based on Feature Correlation Analysis of Cross-Phase Image. | Yizhou Chen, Zihan Wei, Xu-Hua Yang, Zhicheng Li, Qiu Guan, Feng Chen |
| 2021 | PAKDD | Learning-Based Dynamic Graph Stream Sketch. | Ding Li, Wenzhong Li, Yizhou Chen, Mingkai Lin, Sanglu Lu |
| 2020 | ICML | R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games. | Zhongxiang Dai, Yizhou Chen, Bryan Kian Hsiang Low, Patrick Jaillet, Teck-Hua Ho |
| 2018 | ICNC | An Overtaking Obstacle Algorithm for Autonomous Driving based on Dynamic Trajectory Planning. | Yizhou Chen, Yongming Huang |