Wenqi Zhang

According to our database, Wenqi Zhang authored at least 36 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

CoRR, July, 2025

SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation.

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

CoRR, June, 2025

TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence.

Guiyang Hou, Xing Gao, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu

CoRR, May, 2025

Let LLMs Break Free from Overthinking via Self-Braking Tuning.

Haoran Zhao, Yuchen Yan, Yongliang Shen, Haolei Xu, Wenqi Zhang, Kaitao Song, Jian Shao, Wei-ming Lu, Jun Xiao, Yueting Zhuang

CoRR, May, 2025

Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency.

Zhikai Wang, Jiashuo Sun, Wenqi Zhang, Zhiqiang Hu, Xin Li, Fan Wang, Deli Zhao

CoRR, April, 2025

A Survey on (M)LLM-Based GUI Agents.

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

CoRR, April, 2025

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, Weiming Lu, Peng Li, Yueting Zhuang

CoRR, March, 2025

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems.

Fei Tang, Yongliang Shen, Hang Zhang, Siqi Chen, Guiyang Hou, Wenqi Zhang, Wenqiao Zhang, Kaitao Song, Weiming Lu, Yueting Zhuang

CoRR, March, 2025

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

CoRR, March, 2025

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

CoRR, March, 2025

STaR-SQL: Self-Taught Reasoner for Text-to-SQL.

Mingqian He, Yongliang Shen, Wenqi Zhang, Qiuying Peng, Jun Wang, Weiming Lu

CoRR, February, 2025

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

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

CoRR, January, 2025

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

CoRR, January, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities.

Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Specialized Mathematical Solving by a Step-By-Step Expression Chain Generation.

Wenqi Zhang, Yongliang Shen, Guiyang Hou, Kuangyi Wang, Weiming Lu

IEEE ACM Trans. Audio Speech Lang. Process., 2024

GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation.

Fei Tang, Yongliang Shen, Hang Zhang, Zeqi Tan, Wenqi Zhang, Guiyang Hou, Kaitao Song, Weiming Lu, Yueting Zhuang

CoRR, 2024

Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective.

Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu

CoRR, 2024

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

Zesen Cheng, Sicong Leng, Hang Zhang, Yifei Xin, Xin Li, Guanzheng Chen, Yongxin Zhu, Wenqi Zhang, Ziyang Luo, Deli Zhao, Lidong Bing

CoRR, 2024

TaskBench: Benchmarking Large Language Models for Task Automation.

Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Advancing Process Verification for Large Language Models via Tree-Based Preference Learning.

Mingqian He, Yongliang Shen, Wenqi Zhang, Zeqi Tan, Weiming Lu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives.

Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow.

Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang

CoRR, 2023

An Expression Tree Decoding Strategy for Mathematical Equation Generation.

Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma, Weiming Lu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization.

Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem.

Wenqi Zhang, Yongliang Shen, Yanna Ma, Xiaoxia Cheng, Zeqi Tan, Qingpeng Nong, Weiming Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Query-based Instance Discrimination Network for Relational Triple Extraction.

Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng, Weiming Lu, Yueting Zhuang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

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

CoRR, 2021

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

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

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

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021