| 2026 | AAAI | CATAL: Causally Disentangled Task Representation Learning for Offline Meta-Reinforcement Learning. | Shan Cong, Chao Yu, Xiangyuan Lan |
| 2026 | AAAI | Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning. | Shenghong He, Chao Yu, Qian Lin, Yile Liang, Donghui Li, Xuetao Ding |
| 2026 | ACL | Red Teaming Large Reasoning Models. | Jiawei Chen, Yang Yang, Chao Yu, Yu Tian, Zhi Cao, Xue Yang, Linghao Li, Hang Su, Zhaoxia Yin |
| 2026 | SECON | WiSLAT: A Simultaneous Device Localization and Target Tracking Method for Wi-Fi Systems. | Chunxi Chen, Jingwen Zhang, Chao Yu, Fang Liu, Rui Wang |
| 2025 | AAAI | Rapid Learning in Constrained Minimax Games with Negative Momentum. | Zijian Fang, Zongkai Liu, Chao Yu, Chaohao Hu |
| 2025 | AAAI | Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization. | Zongkai Liu, Qian Lin, Chao Yu, Xiawei Wu, Yile Liang, Donghui Li, Xuetao Ding |
| 2025 | CIKM | CityLight: A Neighborhood-inclusive Universal Model for Coordinated City-scale Traffic Signal Control. | Jinwei Zeng, Chao Yu, Xinyi Yang, Wenxuan Ao, Qianyue Hao, Jian Yuan, Yong Li, Yu Wang, Huazhong Yang |
| 2025 | EMNLP | Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance. | Songsheng Wang, Rucheng Yu, Zhihang Yuan, Chao Yu, Feng Gao, Yu Wang, Derek F. Wong |
| 2025 | FAST | MedFS: Pursuing Low Update Overhead via Metadata-Enabled Delta Compression for Log-structured File System on Mobile Device. | Chao Wu, Cheng Ji, Li-Pin Chang, Zongwei Zhu, Congming Gao, Weichao Guo, Chao Yu, Yanzhi Wang |
| 2025 | GLOBECOM | Doppler-Based Multistatic Drone Tracking via Cellular Downlink Signals. | Chenqing Ji, Qionghui Liu, Jiahong Liu, Chao Yu, Yifei Sun, Rui Wang, Fan Liu |
| 2025 | ICLR | Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning. | Hanlin Yang, Jian Yao, Weiming Liu, Qing Wang, Hanmin Qin, Hansheng Kong, Kirk Tang, Jiechao Xiong, Chao Yu, Kai Li, Junliang Xing, Hongwu Chen, Juchao Zhuo, Qiang Fu, Yang Wei, Haobo Fu |
| 2025 | ICML | Conservative Offline Goal-Conditioned Implicit V-Learning. | Kaiqiang Ke, Qian Lin, Zongkai Liu, Shenghong He, Chao Yu |
| 2025 | ICML | Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network. | Jijia Liu, Feng Gao, Qingmin Liao, Chao Yu, Yu Wang |
| 2025 | ICML | Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization. | Zelai Xu, Wanjun Gu, Chao Yu, Yi Wu, Yu Wang |
| 2025 | IROS | Long-horizon Locomotion and Manipulation on a Quadrupedal Robot with Large Language Models. | Yutao Ouyang, Jinhan Li, Yunfei Li, Zhongyu Li, Chao Yu, Koushil Sreenath, Yi Wu |
| 2025 | IROS | Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning. | Yuqing Xie, Chao Yu, Hongzhi Zang, Feng Gao, Wenhao Tang, Jingyi Huang, Jiayu Chen, Botian Xu, Yi Wu, Yu Wang |
| 2025 | ICRA | Human-Robot Cooperative Distribution Coupling for Hamiltonian-Constrained Social Navigation. | Weizheng Wang, Chao Yu, Yu Wang, Byung-Cheol Min |
| 2025 | VTC | mmTracking: Trajectory Tracking for Uplink mmWave Devices with Multi-Path Doppler Difference of Arrival. | Cheng Lin, Chao Yu, Xiaowei Xu, Rui Wang |
| 2024 | AAAI | Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. | Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu |
| 2024 | ICLR | Off-Policy Primal-Dual Safe Reinforcement Learning. | Zifan Wu, Bo Tang, Qian Lin, Chao Yu, Shangqin Mao, Qianlong Xie, Xingxing Wang, Dong Wang |
| 2024 | ICML | Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game. | Zelai Xu, Chao Yu, Fei Fang, Yu Wang, Yi Wu |
| 2024 | ICML | Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study. | Shusheng Xu, Wei Fu, Jiaxuan Gao, Wenjie Ye, Weilin Liu, Zhiyu Mei, Guangju Wang, Chao Yu, Yi Wu |
| 2024 | IROS | RCAL: A Lightweight Road Cognition and Automated Labeling System for Autonomous Driving Scenarios. | Jiancheng Chen, Chao Yu, Huayou Wang, Kun Liu, Yifei Zhan, Xianpeng Lang, Changliang Xue |
| 2024 | ICRA | LAGOON: Language-Guided Motion Control. | Shusheng Xu, Huaijie Wang, Yutao Ouyang, Jiaxuan Gao, Zhiyu Mei, Chao Yu, Yi Wu |
| 2023 | AAAI | Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. | Zifan Wu, Chao Yu, Chen Chen, Jianye Hao, Hankz Hankui Zhuo |
| 2023 | AAAI | Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks. | Pei Xu, Junge Zhang, Qiyue Yin, Chao Yu, Yaodong Yang, Kaiqi Huang |
| 2023 | AAAI | Hierarchical Mean-Field Deep Reinforcement Learning for Large-Scale Multiagent Systems. | Chao Yu |
| 2023 | ICCD | BlzFS: Crash Consistent Log-structured File System Based on Byte-loggable Zone for ZNS SSD. | Wenjie Qi, Zhipeng Tan, Ziyue Zhang, Jing Zhang, Chao Yu, Ying Yuan, Shikai Tan |
| 2023 | ICLR | Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased. | Chao Yu, Jiaxuan Gao, Weilin Liu, Botian Xu, Hao Tang, Jiaqi Yang, Yu Wang, Yi Wu |
| 2023 | ICML | Safe Offline Reinforcement Learning with Real-Time Budget Constraints. | Qian Lin, Bo Tang, Zifan Wu, Chao Yu, Shangqin Mao, Qianlong Xie, Xingxing Wang, Dong Wang |
| 2023 | ICPADS | Transparent File Deduplication with Reduced Update Cost on Encryption Enabled Mobile Devices. | Junbin Ren, Cheng Ji, Weiwei Jin, Chao Yu, Weichao Guo, Yajuan Du, Zongwei Zhu |
| 2023 | IJCAI | Automatic Truss Design with Reinforcement Learning. | Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu |
| 2023 | IJCAI | Causal Deep Reinforcement Learning Using Observational Data. | Wenxuan Zhu, Chao Yu, Qiang Zhang |
| 2023 | KSEM | Task Inference for Offline Meta Reinforcement Learning via Latent Shared Knowledge. | Ying Zhou, Shan Cong, Chao Yu |
| 2022 | AAAI | Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning. | Mu Jin, Zhihao Ma, Kebing Jin, Hankz Hankui Zhuo, Chen Chen, Chao Yu |
| 2022 | ECCV | Learning Efficient Multi-agent Cooperative Visual Exploration. | Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu |
| 2022 | ICIP | SAVE: Spatial-Attention Visual Exploration. | Xinyi Yang, Chao Yu, Jiaxuan Gao, Yu Wang, Huazhong Yang |
| 2022 | ICML | Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning. | Wei Fu, Chao Yu, Zelai Xu, Jiaqi Yang, Yi Wu |
| 2022 | VTC | Passive Motion Detection via mmWave Communication System. | Jie Li, Chao Yu, Yan Luo, Yifei Sun, Rui Wang |
| 2022 | SIGIR | ESCM2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation. | Hao Wang, Tai-Wei Chang, Tianqiao Liu, Jianmin Huang, Zhichao Chen, Chao Yu, Ruopeng Li, Wei Chu |
| 2022 | SIGIR | Constrained Sequence-to-Tree Generation for Hierarchical Text Classification. | Chao Yu, Yi Shen, Yue Mao |
| 2021 | AAAI | A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis. | Yue Mao, Yi Shen, Chao Yu, Longjun Cai |
| 2021 | HPCC | DDoS Defense Scheme Based on Machine Learning in Software-Defined Networking. | Hong Zhong, Chao Yu, Jie Cui, Xiuwen Sun, Chengjie Gu, Lu Liu |
| 2021 | ICLR | Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization. | Zhenggang Tang, Chao Yu, Boyuan Chen, Huazhe Xu, Xiaolong Wang, Fei Fang, Simon Shaolei Du, Yu Wang, Yi Wu |
| 2021 | ICTAI | Inference-based Hierarchical Reinforcement Learning for Cooperative Multi-agent Navigation. | Lijun Xia, Chao Yu, Zifan Wu |
| 2021 | PDCAT | Model-Based Multi-agent Policy Optimization with Dynamic Dependence Modeling. | Biyang Hu, Chao Yu, Zifan Wu |
| 2020 | DAC | INCA: INterruptible CNN Accelerator for Multi-tasking in Embedded Robots. | Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang |
| 2020 | FCCM | CNN-based Feature-point Extraction for Real-time Visual SLAM on Embedded FPGA. | Zhilin Xu, Jincheng Yu, Chao Yu, Hao Shen, Yu Wang, Huazhong Yang |
| 2020 | FPGA | INCAME: INterruptible CNN Accelerator for Multi-robot Exploration. | Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang |
| 2020 | IJCNN | Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification. | Hongwei Ge, Kai Zhang, Yaqing Hou, Chao Yu, Mingde Zhao, Zhen Wang, Liang Sun |
| 2019 | DAC | Workload-Aware Harmonic Partitioned Scheduling of Periodic Real-Time Tasks with Constrained Deadlines. | Jiankang Ren, Xiaoyan Su, Guoqi Xie, Chao Yu, Guozhen Tan, Guowei Wu |
| 2019 | HCI | Research on User Experience Evaluation Model of Smart Jewelry Based on Kansei Engineering. | Jinghan Lin, Jian Shi, Chao Yu |
| 2019 | HCI | Research on the Application of Eye Movement Human-Computer Interaction in Jewelry Design. | Chao Yu, Jian Shi |
| 2019 | IGARSS | Introduction of GF-5 Satellite and Ability of Monitoring NO2 and O3 Column Density from EMI. | Chunyan Zhou, Zunjian Bian, Yingxia He, Qing Li, Sihan Liu, Shaohua Zhao, Liangxiao Cheng, Chao Yu, Liangfu Chen, Zhongting Wang, Lianhua Zhang |
| 2019 | IJCAI | Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework. | Yaodong Yang, Jianye Hao, Yan Zheng, Chao Yu |
| 2019 | IJCAI | The Price of Governance: A Middle Ground Solution to Coordination in Organizational Control. | Chao Yu, Guozhen Tan |
| 2019 | IJCNN | Multi-Grained Cascade AdaBoost Extreme Learning Machine for Feature Representation. | Hongwei Ge, Weiting Sun, Mingde Zhao, Kai Zhang, Liang Sun, Chao Yu |
| 2019 | USENIX | EROFS: A Compression-friendly Readonly File System for Resource-scarce Devices. | Xiang Gao, Mingkai Dong, Xie Miao, Wei Du, Chao Yu, Haibo Chen |
| 2018 | COMPSAC | Towards Fault-Tolerant Task Backup and Recovery in the seL4 Microkernel. | Guangqiang Luan, Yuebin Bai, Libin Xu, Chao Yu, Chunyang Wang, Junfang Zeng, Qingbin Chen, Weitao Wang |
| 2018 | IROS | DS-SLAM: A Semantic Visual SLAM towards Dynamic Environments. | Chao Yu, Zuxin Liu, Xin-Jun Liu, Fugui Xie, Yi Yang, Qi Wei, Fei Qiao |
| 2018 | NOMS | A network traffic flow prediction with deep learning approach for large-scale metropolitan area network. | Weitao Wang, Yuebin Bai, Chao Yu, Yuhao Gu, Peng Feng, Xiaojing Wang, Rui Wang |
| 2018 | PRICAI | Decentralized Multiagent Reinforcement Learning for Efficient Robotic Control by Coordination Graphs. | Chao Yu, Dongxu Wang, Jiankang Ren, Hongwei Ge, Liang Sun |
| 2018 | PRICAI | Adaptively Shaping Reinforcement Learning Agents via Human Reward. | Chao Yu, Dongxu Wang, Tianpei Yang, Wenxuan Zhu, Yuchen Li, Hongwei Ge, Jiankang Ren |
| 2016 | CEC | Cooperative framework fireworks algorithm with covariance mutation. | Chao Yu, Lingchen Kelley, Ying Tan |
| 2016 | CEC | Global optimization through randomized group search in contracting regions. | Chao Yu, Dipti Srinivasan, Qing-Guo Wang |
| 2016 | ECAI | Accelerating Norm Emergence Through Hierarchical Heuristic Learning. | Tianpei Yang, Zhaopeng Meng, Jianye Hao, Sandip Sen, Chao Yu |
| 2016 | PRICAI | Adaptive Learning for Efficient Emergence of Social Norms in Networked Multiagent Systems. | Chao Yu, Hongtao Lv, Sandip Sen, Fenghui Ren, Guozhen Tan |
| 2015 | CEC | Dynamic search fireworks algorithm with covariance mutation for solving the CEC 2015 learning based competition problems. | Chao Yu, Lingchen Kelley, Ying Tan |
| 2015 | CEC | Fireworks algorithm with covariance mutation. | Chao Yu, Ying Tan |
| 2015 | CEC | Exponentially decreased dimension number strategy based dynamic search fireworks algorithm for solving CEC2015 competition problems. | Shaoqiu Zheng, Chao Yu, Junzhi Li, Ying Tan |
| 2014 | CEC | Fireworks algorithm with differential mutation for solving the CEC 2014 competition problems. | Chao Yu, Lingchen Kelley, Shaoqiu Zheng, Ying Tan |
| 2014 | SMC | Improve enhanced fireworks algorithm with differential mutation. | Chao Yu, Junzhi Li, Ying Tan |
| 2013 | PRIMA | Emotional Multiagent Reinforcement Learning in Social Dilemmas. | Chao Yu, Minjie Zhang, Fenghui Ren |
| 2012 | ICCCN | Can Online Social Friends Help to Improve Data Swarming Performance? | Honggang Zhang, Benyuan Liu, Xiayin Weng, Chao Yu |
| 2012 | PRICAI | Exploiting Independent Relationships in Multiagent Systems for Coordinated Learning. | Chao Yu, Minjie Zhang, Fenghui Ren |
| 2010 | IGARSS | Convolution calculation of differential cross sections of ring effect. | Dong Han, Liangfu Chen, Weimin Wu, Shenshen Li, Chao Yu |
| 2009 | ICASSP | Q-SIFT: Efficient feature descriptors for distributed camera calibration. | Chao Yu, Gaurav Sharma |
| 2009 | ICIP | Optimized energy allocation in battery powered image sensor networks. | Chao Yu, Gaurav Sharma |
| 2009 | IGARSS | The Retrieval of Aerosol over Land Surfaces from CBERS02B in Beijing Area. | Zhongting Wang, Lijuan Zhang, Liangfu Chen, Qing Li, Shenshen Li, Ying Zhang, Zifeng Wang, Chao Yu |
| 2008 | CISS | Distributed estimation using reduced dimensionality sensor observations: A separation perspective. | Chao Yu, Gaurav Sharma |
| 2007 | ICIP | Lifetime-Distortion Trade-off in Image Sensor Networks. | Chao Yu, Stanislava Soro, Gaurav Sharma, Wendi Rabiner Heinzelman |
| 2006 | PACLIC | HowNet Based Chinese Question Classification. | Dongfeng Cai, Jingguang Sun, Guiping Zhang, Dexin Lv, Yanju Dong, Yan Song, Chao Yu |
| 2006 | PACLIC | Research on concept-sememe tree and semantic relevance computation. | Guiping Zhang, Chao Yu, Dongfeng Cai, Yan Song, Jingguang Sun |