| 2026 | AAAI | Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos. | Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu |
| 2026 | AAAI | Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization. | Miao Pan, Wangjie Gan, Jintao Chen, Wenqi Zhang, Bing Sun, Jianwei Yin, Xuhong Zhang |
| 2026 | AAAI | GUI-G²: Gaussian Reward Modeling for GUI Grounding. | Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang |
| 2026 | ACL | GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification. | Wangjie Gan, Miao Pan, Linbo Xi, Wenqi Zhang, Jintao Chen, Jianwei Yin, Xuhong Zhang |
| 2026 | ACL | UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization. | Zhengxi Lu, Fei Tang, Guangyi Liu, Jin Ma, Kaitao Song, Xu Tan, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen |
| 2026 | ACL | CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution. | Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen |
| 2026 | ACL | Pause or Fabricate? Training Language Models for Grounded Reasoning. | Yiwen Qiu, Linjuan Wu, Yizhou Liu, Yuchen Yan, Jin Ma, Xu Tan, Yao Hu, Daoxin Zhang, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen |
| 2026 | ACL | Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks. | Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Jiajun Liu, Weiming Lu, Peng Li, Yueting Zhuang |
| 2026 | INFOCOM | Semantic Curriculum for Anomaly Detection: A Unified Language-Driven Meta-Optimization Framework. | Kai Tan, Yangliu Du, Dongyang Zhan, Haining Yu, Hao Liu, Zhaofeng Yu, Wenqi Zhang |
| 2026 | Mobisys | Demo: Lightweight See-Through V2X Makes Blind Spots Visible. | Wenqi Zhang, Chen Sun, Tao Cui, Zhaoyu Zhang, Haojin Li |
| 2026 | WCNC | Clustering-Based User Selection in Federated Learning: Metadata Exploitation for 3GPP Networks. | Ce Zheng, Shiyao Ma, Ke Zhang, Chen Sun, Wenqi Zhang |
| 2025 | ACL | STaR-SQL: Self-Taught Reasoner for Text-to-SQL. | Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu |
| 2025 | ACL | Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities. | Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu |
| 2025 | CVPR | ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark. | Ronghao Dang, Yuqian Yuan, Wenqi Zhang, Yifei Xin, Boqiang Zhang, Long Li, Liuyi Wang, Qinyang Zeng, Xin Li, Lidong Bing |
| 2025 | EMNLP | DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL. | Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu |
| 2025 | EMNLP | AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. | Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu |
| 2025 | GLOBECOM | Joint Trajectory Design and Resource Slicing for UAV Networks: A Dual-layer DRL Approach. | Wenqi Zhang, Zhiwen Pan, Wenqiang Yi, Arumugam Nallanathan |
| 2025 | ICA3PP | DTSHS: A Distributed Training Task Scheduler for Heterogeneous Swarms. | Yining Zhu, Wenqi Zhang, Xiaomin Guo, Boyu Lai, Yuan Yao, Yujiao Hu |
| 2025 | ICCV | RG-Attn: Radian Glue Attention for Multi-Modal Multi-Agent Cooperative Perception. | Lantao Li, Kang Yang, Wenqi Zhang, Xiaoxue Wang, Chen Sun |
| 2025 | ICCV | 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining. | Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing |
| 2025 | IJCNN | Mutual Information-Guided Subtask Selection for Zero-Shot Generalization in Multi-Agent Reinforcement Learning. | Shijie Wu, Yuan Yao, Wenqi Zhang, Yining Zhu, Yujiao Hu, Gang Yang, Xingshe Zhou |
| 2025 | VTC | Communication-Sensing-Computing Integration-Enabled Multi-Source Cooperative Perception in Connected Vehicular Networks. | Lantao Li, Wenqi Zhang, Tao Cui, Chen Sun |
| 2024 | ACL | TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. | Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu |
| 2024 | ACL | Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning. | Zeqi Tan, Yongliang Shen, Xiaoxia Cheng, Chang Zong, Wenqi Zhang, Jian Shao, Weiming Lu, Yueting Zhuang |
| 2024 | ACL | Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives. | Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu |
| 2024 | ACL | Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization. | Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu |
| 2024 | APCC | Multi-Feature Based Client Selection and Feature Weight Update for Volatile Federated Learning. | Yanyu Liu, Qiang Wang, Wenqi Zhang, Chen Sun |
| 2024 | CSCWD | Towards Efficient Delegated Private Set Intersection Cardinality Protocol. | Hao Zhao, Wenqi Zhang, Xiong Li, Shuai Shang, Ke Huang, Xiaosong Zhang |
| 2024 | EMNLP | Advancing Process Verification for Large Language Models via Tree-Based Preference Learning. | Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu |
| 2024 | EMNLP | Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model. | Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang |
| 2024 | GLOBECOM | Federated Graph Neural Networks for Dynamic Computation Offloading in Vehicular Networks. | Yanrong Xu, Yunlong Lu, Yueyue Dai, Chen Sun, Jiajia Liu, Wenqi Zhang, Hao Wu |
| 2024 | VTC | Pedestrian Warning: Intelligent Vision Sensor vs. Edge AI with LTE C-V2X in a Smart City. | Tao Cui, Zhaoyu Zhang, Chen Sun, Shuo Wang, Haojin Li, Wenqi Zhang |
| 2024 | VTC | Federated Multi-Agent Deep Reinforcement Learning Approach for Resource Allocation in Platoon-Based NR-V2X. | Yiming Liu, Qiang Wang, Jiaao Chen, Wenqi Zhang, Chen Sun |
| 2024 | VTC | Deep Reinforcement Learning Based Dynamic Resource Slicing for eMBB and URLLC Traffic Considering Puncturing. | Wenqi Zhang, Zhiwen Pan, Nan Liu, Xiaohu You |
| 2023 | ACL | PromptNER: Prompt Locating and Typing for Named Entity Recognition. | Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang |
| 2023 | APCC | An Efficient Client Selection for Wireless Federated Learning. | Jingyi Chen, Qiang Wang, Wenqi Zhang |
| 2023 | EMNLP | Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization. | Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu |
| 2023 | EMNLP | An Expression Tree Decoding Strategy for Mathematical Equation Generation. | Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu |
| 2023 | ICRA | Atomic-level Tracking and Analyzing of Quantum-dot Motion Steered by an Electrostatic Field Positioned by a Nanorobotic Manipulation Tip. | Zhi Qu, Wenqi Zhang, Lixin Dong |
| 2023 | ICRA | EFTrack: A Lightweight Siamese Network for Aerial Object Tracking. | Wenqi Zhang, Yuan Yao, Xincheng Liu, Kai Kou, Gang Yang |
| 2023 | QRS | Research on Improved Algorithm of UAV Swarm Target Search Strategy Based on Freshness and Target Density. | Yumin Wang, Jinhao Xie, Wenqi Zhang, Yuan Yao, Gang Yang |
| 2022 | EMNLP | Query-based Instance Discrimination Network for Relational Triple Extraction. | Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang |
| 2022 | EMNLP | Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem. | Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu |
| 2022 | IJCAI | A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation. | Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu |
| 2022 | IROS | Modeling and Characterization of Artificial Bacteria Flagella with Micro-structured Soft-magnetic Teeth. | Zejie Yu, Chaojian Hou, Shuideng Wang, Kun Wang, Donglei Chen, Wenqi Zhang, Zhi Qu, Zhiyong Sun, Bo Song, Chao Zhou, Lixin Dong |
| 2021 | IJCAI | Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots. | Huiqiao Fu, Kaiqiang Tang, Peng Li, Wenqi Zhang, Xinpeng Wang, Guizhou Deng, Tao Wang, Chunlin Chen |
| 2021 | IJCAI | Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community Discovery. | Jingjing Li, Qiang Wang, Wenqi Zhang, Donghai Shi, Zhiwei Qin |
| 2021 | IROS | Learning to Navigate in a VUCA Environment: Hierarchical Multi-expert Approach. | Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Faping Ye, Weijie Jiang, Huiqiao Fu, Tao Wang |
| 2020 | GLOBECOM | Modeling perturbation of scattering coefficients by using dominating noise subspace. | Terence H. Chan, Wenqi Zhang, Sander Wahls, Alan Pak Tao Lau, V. Shahraam Afshar |
| 2020 | ICCP | Raycast Calibration for Augmented Reality HMDs with Off-Axis Reflective Combiners. | Qi Guo, Huixuan Tang, Aaron Schmitz, Wenqi Zhang, Yang Lou, Alexander Fix, Steven Lovegrove, Hauke Malte Strasdat |
| 2020 | MMM | Background Segmentation for Vehicle Re-identification. | Mingjie Wu, Yongfei Zhang, Tianyu Zhang, Wenqi Zhang |
| 2020 | PIMRC | A Fast Deployment Strategy for UAV Enabled Network Based on Deep Learning. | Jie Liu, Qiang Wang, Xuan Li, Wenqi Zhang |
| 2020 | WCNC | Trajectory Design and Generalization for UAV Enabled Networks: A Deep Reinforcement Learning Approach. | Xuan Li, Qiang Wang, Jie Liu, Wenqi Zhang |
| 2019 | PDCAT | Low-Energy Dynamic Clustering Scheme for Wireless Sensor Networks. | Wenqi Zhang, Jingjing Yu, Xingchun Liu, Ying Tao, Shubo Ren |
| 2018 | APCC | An Efficient Algorithm Based on Interference Cancellation Against Reactive Jammer. | Wenqi Zhang, Qiang Wang, Ying Liu, Xiaoxuan Zhu |
| 2018 | WCNC | Degrees of freedom of the cache-aided multi-hop line network. | Ying Liu, Qiang Wang, Wenqi Zhang, Xiaoxuan Zhu |