Wei, Zhongyu

21 publications

ICLR 2026 HardcoreLogic: Challenging Large Reasoning Models with Long-Tail Logic Puzzle Games Jingcong Liang, Shijun Wan, Xuehai Wu, Yitong Li, Qianglong Chen, Duyu Tang, Siyuan Wang, Zhongyu Wei

ICLR 2026 Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning Zejun Li, Yingxiu Zhao, Jiwen Zhang, Siyuan Wang, Yang Yao, Runzhou Zhao, Jun Song, Bo Zheng, Zhongyu Wei

ICLR 2026 Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models Jingcong Liang, Siyuan Wang, Miren Tian, Yitong Li, Duyu Tang, Zhongyu Wei

ICML 2025 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset Yilin Wang, Peixuan Lei, Jie Song, Yuzhe Hao, Tao Chen, Yuxuan Zhang, Lei Jia, Yuanxiang Li, Zhongyu Wei

NeurIPS 2025 Multi-Agent KTO: Enhancing Strategic Interactions of Large Language Model in Language Game Rong Ye, Yongxin Zhang, Yikai Zhang, Haoyu Kuang, Peng Sun, Zhongyu Wei

AAAI 2025 Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue, Siyuan Wang, Wei Chen, Xuanjing Huang, Zhongyu Wei

NeurIPSW 2024 Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang, Zhongyu Wei, Yejin Choi, Xiang Ren

AAAI 2024 Value at Adversarial Risk: A Graph Defense Strategy Against Cost-Aware Attacks Junlong Liao, Wenda Fu, Cong Wang, Zhongyu Wei, Jiarong Xu

NeurIPS 2023 AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation Tong Wu, Zhihao Fan, Xiao Liu, Hai-Tao Zheng, Yeyun Gong, Yelong Shen, Jian Jiao, Juntao Li, Zhongyu Wei, Jian Guo, Nan Duan, Weizhu Chen

AAAI 2021 An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang

NeurIPS 2021 Curriculum Learning for Vision-and-Language Navigation Jiwen Zhang, Zhongyu Wei, Jianqing Fan, Jiajie Peng

IJCAI 2021 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang

IJCAI 2020 Joint Representation Learning of Legislator and Legislation for Roll Call Prediction Yuqiao Yang, Xiaoqiang Lin, Geng Lin, Zengfeng Huang, Changjian Jiang, Zhongyu Wei

ICML 2020 Q-Value Path Decomposition for Deep Multiagent Reinforcement Learning Yaodong Yang, Jianye Hao, Guangyong Chen, Hongyao Tang, Yingfeng Chen, Yujing Hu, Changjie Fan, Zhongyu Wei

AAAI 2020 Storytelling from an Image Stream Using Scene Graphs Ruize Wang, Zhongyu Wei, Piji Li, Qi Zhang, Xuanjing Huang

ICLR 2020 Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models Xisen Jin, Zhongyu Wei, Junyi Du, Xiangyang Xue, Xiang Ren

ICLR 2020 Variational Template Machine for Data-to-Text Generation Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li

AAAI 2019 A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation Siyuan Wang, Zhongyu Wei, Zhihao Fan, Yang Liu, Xuanjing Huang

IJCAI 2019 Building Personalized Simulator for Interactive Search Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong

IJCAI 2018 A Question Type Driven Framework to Diversify Visual Question Generation Zhihao Fan, Zhongyu Wei, Piji Li, Yanyan Lan, Xuanjing Huang

IJCAI 2016 Intersubjectivity and Sentiment: From Language to Knowledge Lin Gui, Ruifeng Xu, Yulan He, Qin Lu, Zhongyu Wei