Kai Zhang

77 papers A* 17B 1Misc 2Journal 47Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Continual Learning of Computer-Use Agents for Environment Adaptation.
CoRR
Tianci Xue, Zeyi Liao, Tianneng Shi, Zilu Wang, Kai Zhang, Dawn Song, Yu Su, Huan Sun
2026 J jnl
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era.
CoRR
Lei Zhang, Mouxiang Chen, Ruisheng Cao, Jiawei Chen, Fan Zhou, Yiheng Xu, Jiaxi Yang, Zeyao Ma, Liang Chen, Changwei Luo, Kai Zhang, Fan Yan, Kashun Shum, Jiajun Zhang, Zeyu Cui, Feng Hu, Junyang Lin, Binyuan Hui, Min Yang
2025 A* conf
AAAR-1.0: Assessing AI's Potential to Assist Research.
ICML
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
2025 J jnl
ARM: Adaptive Reasoning Model.
CoRR
Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao
2025 J jnl
Agent Learning via Early Experience.
CoRR
Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu
2025 A* conf
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology.
CVPR
Yuxuan Sun, Yixuan Si, Chenglu Zhu, Xuan Gong, Kai Zhang, Pingyi Chen, Ye Zhang, Zhongyi Shui, Tao Lin, Lin Yang
2025 J jnl
CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic.
CoRR
Yuxuan Sun, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Bowen Ding, Tao Lin, Lin Yang
2025 J jnl
Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation.
CoRR
Guoli Jia, Junyao Hu, Xinwei Long, Kai Tian, Kai Zhang, Kaikai Zhao, Ning Ding, Bowen Zhou
2025 J jnl
Is Extending Modality The Right Path Towards Omni-Modality?
CoRR
Tinghui Zhu, Kai Zhang, Muhao Chen, Yu Su
2025 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
Trans. Mach. Learn. Res.
Yu Gu, Kai Zhang, Yuting Ning, Boyuan Zheng, Boyu Gou, Tianci Xue, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2025 — conf
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
ACL (1)
Xiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang, Shengbang Tong, Yuxuan Sun, Botao Yu, Ge Zhang, Huan Sun, Yu Su, Wenhu Chen, Graham Neubig
2025 J jnl
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge.
CoRR
Boyu Gou, Zanming Huang, Yuting Ning, Yu Gu, Michael Lin, Weijian Qi, Andrei Kopanev, Botao Yu, Bernal Jiménez Gutiérrez, Yiheng Shu, Chan Hee Song, Jiaman Wu, Shijie Chen, Hanane Nour Moussa, Tianshu Zhang, Jian Xie, Yifei Li, Tianci Xue, Zeyi Liao, Kai Zhang, Boyuan Zheng, Zhaowei Cai, Viktor Rozgic, Morteza Ziyadi, Huan Sun, Yu Su
2025 J jnl
PathBench: Advancing the Benchmark of Large Multimodal Models for Pathology Image Understanding at Patch and Whole Slide Level.
IEEE Trans. Medical Imaging
Yuxuan Sun, Hao Wu, Chenglu Zhu, Yixuan Si, Qizi Chen, Yunlong Zhang, Kai Zhang, Jingxiong Li, Jiatong Cai, Yuhan Wang, Lin Sun, Tao Lin, Lin Yang
2025 A* conf
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration.
ICLR
Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Jingxiong Li, Xuan Gong, Xinheng Lyu, Tao Lin, Lin Yang
2025 J jnl
PhyX: Does Your Model Have the "Wits" for Physical Reasoning?
CoRR
Hui Shen, Taiqiang Wu, Qi Han, Yunta Hsieh, Jizhou Wang, Yuyue Zhang, Yuxin Cheng, Zijian Hao, Yuansheng Ni, Xin Wang, Zhongwei Wan, Kai Zhang, Wendong Xu, Jing Xiong, Ping Luo, Wenhu Chen, Chaofan Tao, Zhuoqing Mao, Ngai Wong
2025 — conf
Revealing the Barriers of Language Agents in Planning.
NAACL (Long Papers)
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2025 J jnl
Scaling Agent Learning via Experience Synthesis.
CoRR
Zhaorun Chen, Zhuokai Zhao, Kai Zhang, Bo Liu, Qi Qi, Yifan Wu, Tarun Kalluri, Sara Cao, Yuanhao Xiong, Haibo Tong, Huaxiu Yao, Hengduo Li, Jiacheng Zhu, Xian Li, Dawn Song, Bo Li, Jason Weston, Dat Huynh
2025 J jnl
Towards Understanding Graphical Perception in Large Multimodal Models.
CoRR
Kai Zhang, Jianwei Yang, Jeevana Priya Inala, Chandan Singh, Jianfeng Gao, Yu Su, Chenglong Wang
2024 J jnl
AAAR-1.0: Assessing AI's Potential to Assist Research.
CoRR
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
2024 A* conf
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.
ICLR
Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
2024 — conf
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models.
ACL (Findings)
Yizhi Li, Ge Zhang, Xingwei Qu, Jiali Li, Zhaoqun Li, Noah Wang, Hao Li, Ruibin Yuan, Yinghao Ma, Kai Zhang, Wangchunshu Zhou, Yiming Liang, Lei Zhang, Lei Ma, Jiajun Zhang, Zuowen Li, Wenhao Huang, Chenghua Lin, Jie Fu
2024 J jnl
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models.
CoRR
Yizhi Li, Ge Zhang, Xingwei Qu, Jiali Li, Zhaoqun Li, Zekun Wang, Hao Li, Ruibin Yuan, Yinghao Ma, Kai Zhang, Wangchunshu Zhou, Yiming Liang, Lei Zhang, Lei Ma, Jiajun Zhang, Zuowen Li, Stephen W. Huang, Chenghua Lin, Wenhu Chen, Jie Fu
2024 J jnl
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology.
CoRR
Yuxuan Sun, Yixuan Si, Chenglu Zhu, Xuan Gong, Kai Zhang, Pingyi Chen, Ye Zhang, Zhongyi Shui, Tao Lin, Lin Yang
2024 J jnl
Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning.
CoRR
Tinghui Zhu, Kai Zhang, Jian Xie, Yu Su
2024 J jnl
Free Process Rewards without Process Labels.
CoRR
Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kai Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng
2024 J jnl
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
CoRR
Siye Wu, Jian Xie, Jiangjie Chen, Tinghui Zhu, Kai Zhang, Yanghua Xiao
2024 A* conf
ImagenHub: Standardizing the evaluation of conditional image generation models.
ICLR
Max Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen
2024 J jnl
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.
CoRR
Yu Gu, Boyuan Zheng, Boyu Gou, Kai Zhang, Cheng Chang, Sanjari Srivastava, Yanan Xie, Peng Qi, Huan Sun, Yu Su
2024 J jnl
Large Language Model Instruction Following: A Survey of Progresses and Challenges.
Comput. Linguistics
Renze Lou, Kai Zhang, Wenpeng Yin
2024 J jnl
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.
CoRR
Xiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang, Shengbang Tong, Yuxuan Sun, Botao Yu, Ge Zhang, Huan Sun, Yu Su, Wenhu Chen, Graham Neubig
2024 A* conf
MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CVPR
Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2024 A* conf
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.
ICLR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2024 A* conf
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
ICML
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 J jnl
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions.
CoRR
Kai Zhang, Yi Luan, Hexiang Hu, Kenton Lee, Siyuan Qiao, Wenhu Chen, Yu Su, Ming-Wei Chang
2024 J jnl
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies.
CoRR
Shengding Hu, Yuge Tu, Xu Han, Chaoqun He, Ganqu Cui, Xiang Long, Zhi Zheng, Yewei Fang, Yuxiang Huang, Weilin Zhao, Xinrong Zhang, Zhen Leng Thai, Kai Zhang, Chongyi Wang, Yuan Yao, Chenyang Zhao, Jie Zhou, Jie Cai, Zhongwu Zhai, Ning Ding, Chao Jia, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun
2024 A* conf
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology.
AAAI
Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang
2024 J jnl
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration.
CoRR
Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Zhongyi Shui, Kai Zhang, Jingxiong Li, Xingheng Lyu, Tao Lin, Lin Yang
2024 — conf
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology.
ECCV (62)
Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Dan Wan, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Xinheng Lyu, Tao Lin, Lin Yang
2024 J jnl
Revealing the Barriers of Language Agents in Planning.
CoRR
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2024 A* conf
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
ICML
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 J jnl
TravelPlanner: A Benchmark for Real-World Planning with Language Agents.
CoRR
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
2024 A* conf
UMIE: Unified Multimodal Information Extraction with Instruction Tuning.
AAAI
Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou
2024 J jnl
UMIE: Unified Multimodal Information Extraction with Instruction Tuning.
CoRR
Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou
2023 J jnl
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes.
CoRR
Jian Xie, Kai Zhang, Jiangjie Chen, Renze Lou, Yu Su
2023 — conf
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.
ACL (Findings)
Kai Zhang, Bernal Jimenez Gutierrez, Yu Su
2023 J jnl
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors.
CoRR
Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su
2023 — conf
Automatic Evaluation of Attribution by Large Language Models.
EMNLP (Findings)
Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun
2023 J jnl
Automatic Evaluation of Attribution by Large Language Models.
CoRR
Xiang Yue, Boshi Wang, Kai Zhang, Ziru Chen, Yu Su, Huan Sun
2023 J jnl
ImagenHub: Standardizing the evaluation of conditional image generation models.
CoRR
Max Ku, Tianle Li, Kai Zhang, Yujie Lu, Xingyu Fu, Wenwen Zhuang, Wenhu Chen
2023 J jnl
Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning.
CoRR
Renze Lou, Kai Zhang, Wenpeng Yin
2023 A* conf
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval.
WWW
Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang
2023 J jnl
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.
CoRR
Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen
2023 J jnl
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following.
CoRR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2023 A* conf
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
NeurIPS
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 J jnl
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.
CoRR
Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su
2023 J jnl
Multimodal Question Answering for Unified Information Extraction.
CoRR
Yuxuan Sun, Kai Zhang, Yu Su
2023 J jnl
PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology.
CoRR
Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Zhongyi Shui, Xiaoxuan Yu, Yizhi Zhao, Honglin Li, Yunlong Zhang, Ruojia Zhao, Xinheng Lyu, Lin Yang
2023 A* conf
UnifieR: A Unified Retriever for Large-Scale Retrieval.
KDD
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Kai Zhang, Daxin Jiang
2023 J jnl
Unified and Incremental SimRank: Index-Free Approximation With Scheduled Principle.
IEEE Trans. Knowl. Data Eng.
Fanwei Zhu, Yuan Fang, Kai Zhang, Kevin Chen-Chuan Chang, Hongtai Cao, Zhen Jiang, Minghui Wu
2022 J jnl
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval.
CoRR
Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang
2022 J jnl
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction.
CoRR
Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang
2022 J jnl
UnifieR: A Unified Retriever for Large-Scale Retrieval.
CoRR
Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Kai Zhang, Daxin Jiang
2022 A* conf
Unified and Incremental SimRank: Index-free Approximation with Scheduled Principle (Extended Abstract).
ICDE
Fanwei Zhu, Yuan Fang, Kai Zhang, Kevin Chen-Chuan Chang, Hongtai Cao, Zhen Jiang, Minghui Wu
2021 A* conf
Adversarial Language Games for Advanced Natural Language Intelligence.
AAAI
Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2021 — conf
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks.
ACL/IJCNLP (1)
Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi
2021 J jnl
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks.
CoRR
Weicheng Ma, Kai Zhang, Renze Lou, Lili Wang, Soroush Vosoughi
2021 — conf
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.
EMNLP (1)
Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi
2021 J jnl
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.
CoRR
Weicheng Ma, Renze Lou, Kai Zhang, Lili Wang, Soroush Vosoughi
2021 Misc conf
Improving NER in Social Media via Entity Type-Compatible Unknown Word Substitution.
ICASSP
Jian Xie, Kai Zhang, Lin Sun, Yindu Su, Chenxiang Xu
2021 Misc conf
More: A Metric Learning Based Framework for Open-Domain Relation Extraction.
ICASSP
Yutong Wang, Renze Lou, Kai Zhang, Mao Yan Chen, Yujiu Yang
2021 — conf
Open Hierarchical Relation Extraction.
NAACL-HLT
Kai Zhang, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
2021 A* conf
RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER.
AAAI
Lin Sun, Jiquan Wang, Kai Zhang, Yindu Su, Fangsheng Weng
2021 J jnl
RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER.
CoRR
Lin Sun, Jiquan Wang, Kai Zhang, Yindu Su, Fangsheng Weng
2020 J jnl
ETIP: a lengthy nested NER problem for Chinese insurance policy analysis.
Pattern Anal. Appl.
Lin Sun, Kai Zhang, Yuxuan Sun, Fangsheng Weng, Jianwei Zhang
2019 B conf
A TOI based CNN with Location Regression for Insurance Contract Analysis.
IJCNN
Kai Zhang, Lin Sun, Fule Ji
2019 J jnl
Multilayer ToI Detection Approach for Nested NER.
IEEE Access
Lin Sun, Fule Ji, Kai Zhang, Chi Wang
2019 — conf
TOI-CNN: a Solution of Information Extraction on Chinese Insurance Policy.
NAACL-HLT (2)
Lin Sun, Kai Zhang, Fule Ji, Zhenhua Yang