Chi Han

58 papers A* 6Journal 39Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Community-Imbalanced Graph Sampling.
IEEE Trans. Big Data
Ying Zhao, Genghuai Bai, Yusheng Qiu, Yiwen Liu, Chuhan Zhang, Chi Han, Yitao Wu, Kehua Guo, Jian Zhang, Fangfang Zhou
2026 J jnl
Neural Synchrony Between Socially Interacting Language Models.
CoRR
Zhining Zhang, Wentao Zhu, Chi Han, Yizhou Wang, Heng Ji
2026 J jnl
Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference.
CoRR
Anna Hart, Chi Han, Jeonghwan Kim, Huimin Zhao, Heng Ji
2025 — conf
Can Language Models Follow Multiple Turns of Entangled Instructions?
EMNLP (Findings)
Chi Han, Xin Liu, Haodong Wang, Shiyang Li, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Qingyu Yin, Liang Qiu, Changlong Yu, Yifan Gao, Zheng Li, Bing Yin, Jingbo Shang, Heng Ji
2025 J jnl
Can Language Models Follow Multiple Turns of Entangled Instructions?
CoRR
Chi Han
2025 — conf
Computation Mechanism Behind LLM Position Generalization.
ACL (1)
Chi Han, Heng Ji
2025 J jnl
Computation Mechanism Behind LLM Position Generalization.
CoRR
Chi Han, Heng Ji
2025 A* conf
Eliminating Position Bias of Language Models: A Mechanistic Approach.
ICLR
Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji
2025 J jnl
Robust sensing matrix design for the Orthogonal Matching Pursuit algorithm in compressive sensing.
Signal Process.
Bo Li, Shuai Zhang, Liang Zhang, Xiaobing Shang, Chi Han, Yao Zhang
2025 A* conf
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering.
ICML
Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2025 J jnl
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering.
CoRR
Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2025 — conf
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination.
ACL (Findings)
Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji
2025 J jnl
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination.
CoRR
Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji
2025 J jnl
Tool Learning with Foundation Models.
ACM Comput. Surv.
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun
2025 J jnl
Towards LifeSpan Cognitive Systems.
Trans. Mach. Learn. Res.
Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian J. McAuley
2025 J jnl
Transformers as Multi-task Learners: Decoupling Features in Hidden Markov Models.
CoRR
Yifan Hao, Chenlu Ye, Chi Han, Tong Zhang
2025 J jnl
Two-stage deep reinforcement learning method for agile optical satellite scheduling problem.
Complex Intell. Syst.
Zheng Liu, Wei Xiong, Zhuoya Jia, Chi Han
2025 J jnl
Understanding Emergent In-Context Learning from a Kernel Regression Perspective.
Trans. Mach. Learn. Res.
Chi Han, Ziqi Wang, Han Zhao, Heng Ji
2025 J jnl
mCLM: A Function-Infused and Synthesis-Friendly Modular Chemical Language Model.
CoRR
Carl Edwards, Chi Han, Gawon Lee, Thao Nguyen, Bowen Jin, Chetan Prasad, Sara Szymkuc, Bartosz A. Grzybowski, Ying Diao, Jiawei Han, Ge Liu, Hao Peng, Martin D. Burke, Heng Ji
2024 — conf
A Novel Genetic-Based Underactuated Robot Gripper with Rack-Crank-Slider Mechanism.
ROBIO
Kehan Feng, Zhengping Duan, Chi Han, Wenzeng Zhang
2024 — conf
A Novel Robot Finger Geometry for Parallel Self-Adaptive Grasp with Rack-Crank-Slider Mechanism.
CIS-RAM
Kehan Feng, Zhengping Duan, Chi Han, Zihan Guo, Wenzeng Zhang
2024 J jnl
A multi-modal multi-objective evolutionary algorithm based on dual decomposition and subset selection.
Swarm Evol. Comput.
Minghui Xiong, Wei Xiong, Zheng Liu, Yali Liu, Chi Han
2024 J jnl
Deep Reinforcement Learning with Local Attention for Single Agile Optical Satellite Scheduling Problem.
Sensors
Zheng Liu, Wei Xiong, Chi Han, Xiaolan Yu
2024 J jnl
Eliminating Position Bias of Language Models: A Mechanistic Approach.
CoRR
Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji
2024 A* conf
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning.
NeurIPS
Rui Pan, Xiang Liu, Shizhe Diao, Renjie Pi, Jipeng Zhang, Chi Han, Tong Zhang
2024 J jnl
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning.
CoRR
Rui Pan, Xiang Liu, Shizhe Diao, Renjie Pi, Jipeng Zhang, Chi Han, Tong Zhang
2024 — conf
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models.
NAACL-HLT
Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
2024 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
IEEE Trans. Knowl. Data Eng.
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2024 J jnl
Learning to Generate Research Idea with Dynamic Control.
CoRR
Ruochen Li, Liqiang Jing, Chi Han, Jiawei Zhou, Xinya Du
2024 J jnl
MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders.
CoRR
Cheng Li, May Fung, Qingyun Wang, Chi Han, Manling Li, Jindong Wang, Heng Ji
2024 — conf
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
EMNLP (System Demonstrations)
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, Yi Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 J jnl
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play.
CoRR
Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, May Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji
2024 J jnl
Towards LifeSpan Cognitive Systems.
CoRR
Yu Wang, Chi Han, Tongtong Wu, Xiaoxin He, Wangchunshu Zhou, Nafis Sadeq, Xiusi Chen, Zexue He, Wei Wang, Gholamreza Haffari, Heng Ji, Julian J. McAuley
2024 — conf
Underactuated Finger Topology for Humanoid Robot Grasp.
ICARM
Kehan Feng, Zhengping Duan, Chi Han, Zihan Guo, Wenzeng Zhang
2024 A* conf
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
EMNLP
Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji
2024 J jnl
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
CoRR
Jiaxin Qin, Zixuan Zhang, Chi Han, Manling Li, Pengfei Yu, Heng Ji
2024 — conf
Word Embeddings Are Steers for Language Models.
ACL (1)
Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji
2023 J jnl
CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation.
CoRR
Cheng Qian, Chi Han, Yi R. Fung, Yujia Qin, Zhiyuan Liu, Heng Ji
2023 — conf
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models.
EMNLP (Findings)
Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji
2023 — conf
Defining a New NLP Playground.
EMNLP (Findings)
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
2023 J jnl
Defining a New NLP Playground.
CoRR
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
2023 J jnl
In-Context Learning of Large Language Models Explained as Kernel Regression.
CoRR
Chi Han, Ziqi Wang, Han Zhao, Heng Ji
2023 J jnl
InfoPattern: Unveiling Information Propagation Patterns in Social Media.
CoRR
Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji
2023 J jnl
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models.
CoRR
Chi Han, Qifan Wang, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang
2023 J jnl
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space.
CoRR
Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji
2023 J jnl
Large Language Models on Graphs: A Comprehensive Survey.
CoRR
Bowen Jin, Gang Liu, Chi Han, Meng Jiang, Heng Ji, Jiawei Han
2023 J jnl
Load-Balancing Routing for LEO Satellite Network with Distributed Hops-Based Back-Pressure Strategy.
Sensors
Chi Han, Wei Xiong, Ronghuan Yu
2023 A* conf
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning.
ICLR
Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji
2023 J jnl
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning.
CoRR
Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji
2023 J jnl
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought.
CoRR
Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji
2023 J jnl
Tool Learning with Foundation Models.
CoRR
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun
2023 J jnl
Understanding the Effect of Data Augmentation on Knowledge Distillation.
CoRR
Ziqi Wang, Chi Han, Wenxuan Bao, Heng Ji
2023 — conf
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations.
ACL (Findings)
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
2022 J jnl
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations.
CoRR
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
2021 — conf
Learning Shared Semantic Space for Speech-to-Text Translation.
ACL/IJCNLP (Findings)
Chi Han, Mingxuan Wang, Heng Ji, Lei Li
2021 J jnl
Learning Shared Semantic Space for Speech-to-Text Translation.
CoRR
Chi Han, Mingxuan Wang, Heng Ji, Lei Li
2020 J jnl
Visual Concept-Metaconcept Learning.
CoRR
Chi Han, Jiayuan Mao, Chuang Gan, Joshua B. Tenenbaum, Jiajun Wu
2019 A* conf
Visual Concept-Metaconcept Learning.
NeurIPS
Chi Han, Jiayuan Mao, Chuang Gan, Josh Tenenbaum, Jiajun Wu