Wenqi Zhang

61 papers A* 12A 1Journal 38Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution.
CoRR
Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen
2026 A* conf
GUI-G²: Gaussian Reward Modeling for GUI Grounding.
AAAI
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 A* conf
Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos.
AAAI
Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu
2025 J jnl
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining.
CoRR
Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing
2025 J jnl
A Survey on (M)LLM-Based GUI Agents.
CoRR
Fei Tang, Haolei Xu, Hang Zhang, Siqi Chen, Xingyu Wu, Yongliang Shen, Wenqi Zhang, Guiyang Hou, Zeqi Tan, Yuchen Yan, Kaitao Song, Jian Shao, Weiming Lu, Jun Xiao, Yueting Zhuang
2025 J jnl
Active Confusion Expression in Large Language Models: Leveraging World Models toward Better Social Reasoning.
CoRR
Jialu Du, Guiyang Hou, Yihui Fu, Chen Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu
2025 A* conf
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification.
EMNLP
Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu
2025 J jnl
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification.
CoRR
Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu
2025 J jnl
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency.
CoRR
Zhikai Wang, Jiashuo Sun, Wenqi Zhang, Zhiqiang Hu, Xin Li, Fan Wang, Deli Zhao
2025 J jnl
Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models.
CoRR
Haitao Hong, Yuchen Yan, Xingyu Wu, Guiyang Hou, Wenqi Zhang, Weiming Lu, Yongliang Shen, Jun Xiao
2025 — conf
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL.
EMNLP (Findings)
Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu
2025 J jnl
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL.
CoRR
Haoyuan Ma, Yongliang Shen, Hengwei Liu, Wenqi Zhang, Haolei Xu, Qiuying Peng, Jun Wang, Weiming Lu
2025 A* conf
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark.
CVPR
Ronghao Dang, Yuqian Yuan, Wenqi Zhang, Yifei Xin, Boqiang Zhang, Long Li, Liuyi Wang, Qinyang Zeng, Xin Li, Lidong Bing
2025 J jnl
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark.
CoRR
Ronghao Dang, Yuqian Yuan, Wenqi Zhang, Yifei Xin, Boqiang Zhang, Long Li, Liuyi Wang, Qinyang Zeng, Xin Li, Lidong Bing
2025 J jnl
EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering.
CoRR
Haolei Xu, Xinyu Mei, Yuchen Yan, Rui Zhou, Wenqi Zhang, Weiming Lu, Yueting Zhuang, Yongliang Shen
2025 J jnl
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks.
CoRR
Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Weiming Lu, Peng Li, Yueting Zhuang
2025 J jnl
GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts.
CoRR
Fan Yuan, Yuchen Yan, Yifan Jiang, Haoran Zhao, Tao Feng, Jinyan Chen, Yanwei Lou, Wenqi Zhang, Yongliang Shen, Wei-ming Lu, Jun Xiao, Yueting Zhuang
2025 J jnl
GUI-G
CoRR
Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025 J jnl
Let LLMs Break Free from Overthinking via Self-Braking Tuning.
CoRR
Haoran Zhao, Yuchen Yan, Yongliang Shen, Haolei Xu, Wenqi Zhang, Kaitao Song, Jian Shao, Wei-ming Lu, Jun Xiao, Yueting Zhuang
2025 J jnl
OmniEAR: Benchmarking Agent Reasoning in Embodied Tasks.
CoRR
Zixuan Wang, Dingming Li, Hongxing Li, Shuo Chen, Yuchen Yan, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025 — conf
STaR-SQL: Self-Taught Reasoner for Text-to-SQL.
ACL (1)
Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu
2025 J jnl
STaR-SQL: Self-Taught Reasoner for Text-to-SQL.
CoRR
Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu
2025 A* conf
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation.
ACM Multimedia
Siqi Chen, Xinyu Dong, Haolei Xu, Xingyu Wu, Fei Tang, Hang Zhang, Yuchen Yan, Linjuan Wu, Wenqi Zhang, Guiyang Hou, Yongliang Shen, Weiming Lu, Yueting Zhuang
2025 J jnl
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation.
CoRR
Siqi Chen, Xinyu Dong, Haolei Xu, Xingyu Wu, Fei Tang, Hang Zhang, Yuchen Yan, Linjuan Wu, Wenqi Zhang, Guiyang Hou, Yongliang Shen, Weiming Lu, Yueting Zhuang
2025 — conf
Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities.
ACL (Findings)
Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu
2025 J jnl
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models.
CoRR
Hongxing Li, Dingming Li, Zixuan Wang, Yuchen Yan, Hang Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang
2025 J jnl
Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems.
CoRR
Fei Tang, Yongliang Shen, Hang Zhang, Siqi Chen, Guiyang Hou, Wenqi Zhang, Wenqiao Zhang, Kaitao Song, Weiming Lu, Yueting Zhuang
2025 J jnl
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence.
CoRR
Guiyang Hou, Xing Gao, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu
2025 J jnl
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.
CoRR
Boqiang Zhang, Kehan Li, Zesen Cheng, Zhiqiang Hu, Yuqian Yuan, Guanzheng Chen, Sicong Leng, Yuming Jiang, Hang Zhang, Xin Li, Peng Jin, Wenqi Zhang, Fan Wang, Lidong Bing, Deli Zhao
2024 A* conf
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning.
EMNLP
Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu
2024 J jnl
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning.
CoRR
Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu
2024 — conf
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization.
ACL (1)
Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu
2024 J jnl
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization.
CoRR
Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu
2024 J jnl
Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective.
CoRR
Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu
2024 J jnl
GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation.
CoRR
Fei Tang, Yongliang Shen, Hang Zhang, Zeqi Tan, Wenqi Zhang, Guiyang Hou, Kaitao Song, Weiming Lu, Yueting Zhuang
2024 — conf
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning.
ACL (1)
Zeqi Tan, Yongliang Shen, Xiaoxia Cheng, Chang Zong, Wenqi Zhang, Jian Shao, Weiming Lu, Yueting Zhuang
2024 A* conf
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model.
EMNLP
Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
2024 J jnl
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model.
CoRR
Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
2024 — conf
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives.
ACL (1)
Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu
2024 J jnl
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives.
CoRR
Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu
2024 J jnl
Specialized Mathematical Solving by a Step-By-Step Expression Chain Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenqi Zhang, Yongliang Shen, Guiyang Hou, Kuangyi Wang, Weiming Lu
2024 A* conf
TaskBench: Benchmarking Large Language Models for Task Automation.
NeurIPS
Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang
2024 — conf
TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind.
ACL (Findings)
Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu
2024 J jnl
TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind.
CoRR
Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu
2024 J jnl
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.
CoRR
Zesen Cheng, Sicong Leng, Hang Zhang, Yifei Xin, Xin Li, Guanzheng Chen, Yongxin Zhu, Wenqi Zhang, Ziyang Luo, Deli Zhao, Lidong Bing
2023 A* conf
An Expression Tree Decoding Strategy for Mathematical Equation Generation.
EMNLP
Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu
2023 J jnl
An Expression Tree Decoding Strategy for Mathematical Equation Generation.
CoRR
Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu
2023 J jnl
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow.
CoRR
Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang
2023 — conf
Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization.
EMNLP (Findings)
Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu
2023 — conf
PromptNER: Prompt Locating and Typing for Named Entity Recognition.
ACL (1)
Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang
2023 J jnl
PromptNER: Prompt Locating and Typing for Named Entity Recognition.
CoRR
Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang, Yadong Xi, Weiming Lu, Yueting Zhuang
2023 J jnl
TaskBench: Benchmarking Large Language Models for Task Automation.
CoRR
Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang
2022 A* conf
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation.
IJCAI
Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu
2022 J jnl
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation.
CoRR
Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu
2022 — conf
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem.
EMNLP (Findings)
Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu
2022 J jnl
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem.
CoRR
Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu
2022 A* conf
Query-based Instance Discrimination Network for Relational Triple Extraction.
EMNLP
Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang
2022 J jnl
Query-based Instance Discrimination Network for Relational Triple Extraction.
CoRR
Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang
2021 A* conf
Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots.
IJCAI
Huiqiao Fu, Kaiqiang Tang, Peng Li, Wenqi Zhang, Xinpeng Wang, Guizhou Deng, Tao Wang, Chunlin Chen
2021 A conf
Learning to Navigate in a VUCA Environment: Hierarchical Multi-expert Approach.
IROS
Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Faping Ye, Weijie Jiang, Huiqiao Fu, Tao Wang
2021 J jnl
Learning to Navigate in a VUCA Environment: Hierarchical Multi-expert Approach.
CoRR
Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Faping Ye, Weijie Jiang, Huiqiao Fu, Tao Wang