| 2026 | AAAI | SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments. | Xuanbo Fan, Tianqi Zhao, Yi Cheng, Chi Xiu, Jiaxin Guo, Boci Peng, Bingjing Xu, Jessica Zhang, Feng Sun, Yan Zhang |
| 2026 | WWW | Make It Long, Keep It Fast: End-to-End 10k-Sequence Modeling at Billion Scale on Douyin. | Lin Guan, Jia-Qi Yang, Zhishan Zhao, Beichuan Zhang, Bo Sun, Xuanyuan Luo, Jinan Ni, Xiaowen Li, Yuhang Qi, Zhifang Fan, Hangyu Wang, Qiwei Chen, Yi Cheng, Feng Zhang, Xiao Yang |
| 2025 | ACL | RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Heng Li, Yan Hu, Wenjie Li, Jiang Liu |
| 2025 | ACL | Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States. | Yang Xiao, Jiashuo Wang, Qiancheng Xu, Changhe Song, Chunpu Xu, Yi Cheng, Wenjie Li, Pengfei Liu |
| 2025 | ACL | Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework. | Kaishuai Xu, Tiezheng Yu, Yi Cheng, Wenjun Hou, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | ACL | Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing. | Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li |
| 2025 | EMNLP | RAR²: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval. | Kaishuai Xu, Wenjun Hou, Yi Cheng, Wenjie Li |
| 2025 | ICLR | Integrative Decoding: Improving Factuality via Implicit Self-consistency. | Yi Cheng, Xiao Liang, Yeyun Gong, Wen Xiao, Song Wang, Yuji Zhang, Wenjun Hou, Kaishuai Xu, Wenge Liu, Wenjie Li, Jian Jiao, Qi Chen, Peng Cheng, Wayne Xiong |
| 2025 | ICRA | Tension Dependent Twisted String Actuator Modelling and Efficacy Benchmarking in Force and Impedance Control. | Christopher Herneth, Yi Cheng, Amartya Ganguly, Sami Haddadin |
| 2025 | INDIN | Design and Implementation of a Sleep Respiratory Continuous wearable Monitor Based on ECG Cardiopulmonary Coupling and Cloud-Edge Collaboration. | Yi Cheng, Shenlong Wan, Jia Luo, Chunlin Zhu, Cheng Xie |
| 2025 | IROS | CushionCatch: A Compliant Catching Mechanism for Mobile Manipulators via Combined Optimization and Learning. | Bingjie Chen, Keyu Fan, Qi Yang, Yi Cheng, Houde Liu, Kangkang Dong, Chongkun Xia, Liang Han, Bin Liang |
| 2025 | IROS | ARC: Robots Adaptive Risk-aware Robust Control via Distributional Reinforcement Learning. | Junlong Wu, Yi Cheng, Hang Liu, Houde Liu |
| 2025 | IROS | KD-RIEKF: Kinodynamic Right-Invariant EKF for Legged Robot State Estimation. | Qi Yang, Bin Lan, Bingjie Chen, Jingjing Wang, Yi Cheng, Yizhe Li, Houde Liu, Bin Liang |
| 2025 | NAACL | PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree. | Xiang Li, Zhiyi Yin, Hexiang Tan, Shaoling Jing, Du Su, Yi Cheng, Huawei Shen, Fei Sun |
| 2025 | NAACL | SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs. | Zhichao Shi, Shaoling Jing, Yi Cheng, Hao Zhang, Yuanzhuo Wang, Jie Zhang, Huawei Shen, Xueqi Cheng |
| 2025 | WWW | Training an LLM-as-a-Judge Model: Pipeline, Insights, and Practical Lessons. | Renjun Hu, Yi Cheng, Libin Meng, Jiaxin Xia, Yi Zong, Xing Shi, Wei Lin |
| 2025 | SIGMOD | RedTAO: A Trillion-edge High-throughput Graph Store. | Shihao Zhou, Qi Mao, Yi Cheng, Hongcheng Qi, Yilun Huang, Peng Cai, Jun-Peng Zhu |
| 2024 | AAAI | Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning. | Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin |
| 2024 | AAAI | Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. | Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng |
| 2024 | ACL | Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment. | Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, Wenjie Li |
| 2024 | CoRL | MBC: Multi-Brain Collaborative Control for Quadruped Robots. | Hang Liu, Yi Cheng, Rankun Li, Xiaowen Hu, Linqi Ye, Houde Liu |
| 2024 | EMNLP | ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, Wenjie Li, Jiang Liu |
| 2024 | IROS | Structural Optimization of Lightweight Bipedal Robot via SERL. | Yi Cheng, Chenxi Han, Yuheng Min, Houde Liu, Linqi Ye, Hang Liu |
| 2024 | IROS | Quadruped robot traversing 3D complex environments with limited perception. | Yi Cheng, Hang Liu, Guoping Pan, Houde Liu, Linqi Ye |
| 2023 | ACL | ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning. | Wenjun Hou, Kaishuai Xu, Yi Cheng, Wenjie Li, Jiang Liu |
| 2023 | ACL | Medical Dialogue Generation via Dual Flow Modeling. | Kaishuai Xu, Wenjun Hou, Yi Cheng, Jian Wang, Wenjie Li |
| 2023 | EMNLP | RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning. | Wenjun Hou, Yi Cheng, Kaishuai Xu, Wenjie Li, Jiang Liu |
| 2023 | EMNLP | Self-Detoxifying Language Models via Toxification Reversal. | Chak Tou Leong, Yi Cheng, Jiashuo Wang, Jian Wang, Wenjie Li |
| 2023 | EMNLP | Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation. | Jian Wang, Yi Cheng, Dongding Lin, Chak Tou Leong, Wenjie Li |
| 2023 | ICCV | Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. | Jinhong Wang, Yi Cheng, Jintai Chen, Tingting Chen, Danny Chen, Jian Wu |
| 2023 | IJCAI | Robust Image Ordinal Regression with Controllable Image Generation. | Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu |
| 2023 | OSDI | ExoFlow: A Universal Workflow System for Exactly-Once DAGs. | Siyuan Zhuang, Stephanie Wang, Eric Liang, Yi Cheng, Ion Stoica |
| 2023 | UCC | Machine Learning Inference on Serverless Platforms Using Model Decomposition. | Adrien Gallego, Uraz Odyurt, Yi Cheng, Yuandou Wang, Zhiming Zhao |
| 2022 | APSEC | Retrieve-Guided Commit Message Generation with Semantic Similarity And Disparity. | Zhihan Li, Yi Cheng, Haiyang Yang, Li Kuang, Lingyan Zhang |
| 2022 | CVPR | Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels. | Hehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng, Ying Sun, Mohan S. Kankanhalli |
| 2022 | EMNLP | Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning. | Yi Cheng, Wenge Liu, Wenjie Li, Jiashuo Wang, Ruihui Zhao, Bang Liu, Xiaodan Liang, Yefeng Zheng |
| 2022 | EMNLP | CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation. | Jiashuo Wang, Yi Cheng, Wenjie Li |
| 2022 | ICIP | MLSA-UNet: End-to-End Multi-Level Spatial Attention Guided UNet for Industrial Defect Segmentation. | Dongyun Lin, Yi Cheng, Yiqun Li, Shitala Prasad, Aiyuan Guo |
| 2022 | ICIP | Masked Face Recognition via Self-Attention Based Local Consistency Regularization. | Dongyun Lin, Yiqun Li, Yi Cheng, Shitala Prasad, Aiyuan Guo |
| 2022 | IJCAI | "My nose is running." "Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics. | Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang |
| 2022 | MICCAI | Automating Blastocyst Formation and Quality Prediction in Time-Lapse Imaging with Adaptive Key Frame Selection. | Tingting Chen, Yi Cheng, Jinhong Wang, Zhaoxia Yang, Wenhao Zheng, Danny Z. Chen, Jian Wu |
| 2021 | ACL | Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting. | Yi Cheng, Siyao Li, Bang Liu, Ruihui Zhao, Sujian Li, Chenghua Lin, Yefeng Zheng |
| 2021 | ICIP | Action Relational Graph for Weakly-Supervised Temporal Action Localization. | Yi Cheng, Ying Sun, Dongyun Lin, Joo-Hwee Lim |
| 2020 | ICIP | Task-Oriented Multi-Modal Question Answering For Collaborative Applications. | Hui Li Tan, Mei Chee Leong, Qianli Xu, Liyuan Li, Fen Fang, Yi Cheng, Nicolas Gauthier, Ying Sun, Joo Hwee Lim |
| 2020 | ICPR | 6D Pose Estimation with Correlation Fusion. | Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim |
| 2019 | AAAI | Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. | Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Fang Zhao, Jianshu Li, Hengzhu Liu, Shuicheng Yan, Jiashi Feng |
| 2019 | ASSETS | Perception and Adoption of Mobile Accessibility Features by Older Adults Experiencing Ability Changes. | Rachel L. Franz, Jacob O. Wobbrock, Yi Cheng, Leah Findlater |
| 2018 | IJCAI | 3D-Aided Deep Pose-Invariant Face Recognition. | Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng |
| 2016 | ITNAC | Request response scheme on server for the centralized P2P-VoD system. | Yi Cheng, Jianxin Chen, Linhui Sun, Yunyi Zheng |
| 2008 | GRC | An Approach to Knowledge Reduction based on Relative Partition Granularity. | Qinrong Feng, Duoqian Miao, Yi Cheng |
| 2007 | GRC | A Novel Approach to Generating fuzzy Rules Based on Dynamic Fuzzy Rough Sets. | Yi Cheng, Duoqian Miao, Qinrong Feng |
| 2007 | PAKDD | A Novel Spatial Clustering with Obstacles Constraints Based on Particle Swarm Optimization and K-Medoids. | Xueping Zhang, Jiayao Wang, Mingguang Wu, Yi Cheng |
| 2006 | MASS | Lifetime Enhancement of Wireless Sensor Networks by Differentiable Node Density Deployment. | Demin Wang, Yi Cheng, Yun Wang, Dharma P. Agrawal |
| 2006 | WiMob | Improved Pairwise Key Establishment for Wireless Sensor Networks. | Yi Cheng, Dharma P. Agrawal |
| 2005 | MASS | Efficient pairwise key establishment and management in static wireless sensor networks. | Yi Cheng, Dharma P. Agrawal |
| 1995 | ICDAR | Extraction of reference lines from documents with grey-level background using sub-images of wavelets. | Yuan Yan Tang, Hong Ma, Dihua Xi, Yi Cheng, Ching Y. Suen |