Kehai Chen

43 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4346-7618 ↗

Venues

ACL ×24 EMNLP ×8 NeurIPS ×5 AAAI ×3 ACM MM ×1 IJCAI ×1 NAACL ×1

Frequent coauthors

Min Zhang

×34

Xuefeng Bai

×15

Muyun Yang

×12

Tiejun Zhao

×11

Yang Xiang

×8

Juntao Li

×7

Liqiang Nie

×5

Yihong Tang

×5

Xiaobo Liang

×4

Andong Chen

×4

Yu Zhang

×3

Wanfu Wang

×3

Papers

Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition
ACL 2026 ·
Jinlong Ma
,
Yu Zhang
,
Xuefeng Bai
, Kehai Chen,
Yuwei Wang
,
Zeming Liu
,
Jun Yu
,
Min Zhang
DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward
ACL 2026 ·
Xiaobo Liang
,
Wanfu Wang
,
Qipeng Huang
,
Yuyang Ding
,
Zecheng Tang
,
Yixin Ji
,
Qianben Chen
,
Zhe Zhao
, Kehai Chen,
Juntao Li
,
Min Zhang
Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA
ACL 2026 ·
Gewen Liang
,
Mufan Xu
, Kehai Chen,
Wei Wang
,
Yuwei Wang
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
Live-Aid: A Large-Scale Dialogue Dataset and Benchmark for Interleaved Multi-party Interactions in Live Streaming
ACL 2026 ·
Yiming Lei
,
Yize Fan
,
Zeming Liu
,
Jiaji Dong
,
Hui Qiu
,
Haitao Leng
,
Qingjie Liu
, Kehai Chen,
Tingting Gao
,
Yunhong Wang
Long-form RewardBench: Evaluating Reward Models for Long-form Generation
AAAI 2026 ·
Hui Huang
,
Yancheng He
,
Wei Liu
,
Muyun Yang
,
Jiaheng Liu
, Kehai Chen,
Bing Xu
,
Conghui Zhu
,
Hailong Cao
,
Tiejun Zhao
Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory
AAAI 2026 ·
Hongli Zhou
,
Hui Huang
,
Ziqing Zhao
,
Lvyuan Han
,
Huicheng Wang
, Kehai Chen,
Muyun Yang
,
Wei Bao
,
Jian Dong
,
Bing Xu
,
Conghui Zhu
,
Hailong Cao
,
Tiejun Zhao
SAT: Balancing Reasoning Accuracy and Efficiency with Stepwise Adaptive Thinking
ACL 2026 ·
Weiyang Huang
,
Xuefeng Bai
, Kehai Chen,
Xinyang Chen
,
Yibin Chen
,
Weili Guan
,
Min Zhang
WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization
ACL 2026 ·
Kunpeng Kang
,
Shuaimin Li
,
Kaiyuan Zhang
,
Luyang Zhang
,
Jiasheng Si
,
Bing Xu
, Kehai Chen,
Muyun Yang
,
Wenpeng Lu
A Survey on the Feedback Mechanism of LLM-based AI Agents
IJCAI 2025 ·
Zhipeng Liu
,
Xuefeng Bai
, Kehai Chen,
Xinyang Chen
,
Xiucheng Li
,
Yang Xiang
,
Jin Liu
,
Hong-Dong Li
,
Yaowei Wang
,
Liqiang Nie
,
Min Zhang
BIMCompNet: Multimodal Dataset for Geometric Deep Learning in Building Information Model
ACM MM 2025 ·
Mingsong Yang
,
Xinhong Hei
, Kehai Chen,
Haining Meng
,
Haoyang Dong
,
Qin Zhao
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance
EMNLP 2025 ·
Andong Chen
,
Lianzhang Lou
, Kehai Chen,
Xuefeng Bai
,
Yang Xiang
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
ACL 2025 ·
Yingjie Zhu
,
Xuefeng Bai
, Kehai Chen,
Yang Xiang
,
Jun Yu
,
Min Zhang
Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling
ACL 2025 ·
Qiyuan Deng
,
Xuefeng Bai
, Kehai Chen,
Yaowei Wang
,
Liqiang Nie
,
Min Zhang
Exploiting Prompt-induced Confidence for Black-Box Attacks on LLMs
EMNLP 2025 ·
Meina Chen
,
Yihong Tang
, Kehai Chen
Exploring the Translation Mechanism of Large Language Models
NeurIPS 2025 ·
Hongbin Zhang
, Kehai Chen,
Xuefeng Bai
,
Xiucheng Li
,
Yang Xiang
,
Min Zhang
From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning
ACL 2025 ·
Wenjing Xie
,
Xiaobo Liang
,
Juntao Li
,
Wanfu Wang
, Kehai Chen,
Qiaoming Zhu
,
Min Zhang
Generative Reward Modeling via Synthetic Criteria Preference Learning
ACL 2025 ·
Xiaobo Liang
,
Haoke Zhang
,
Juntao Li
, Kehai Chen,
Qiaoming Zhu
,
Min Zhang
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
EMNLP 2025 ·
Xingzuo Li
, Kehai Chen,
Yunfei Long
,
Xuefeng Bai
,
Yong Xu
,
Min Zhang
InImageTrans: Multimodal LLM-based Text Image Machine Translation
ACL 2025 ·
Fei Zuo
, Kehai Chen,
Yu Zhang
,
Zhengshan Xue
,
Min Zhang
LLM-based Translation Inference with Iterative Bilingual Understanding
ACL 2025 ·
Andong Chen
, Kehai Chen,
Yang Xiang
,
Xuefeng Bai
,
Muyun Yang
,
Yang Feng
,
Tiejun Zhao
,
Min Zhang
Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM
AAAI 2025 ·
Shaoqing Zhang
,
Zhuosheng Zhang
, Kehai Chen,
Rongxiang Weng
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching
NeurIPS 2025 ·
Liang Yue
,
Yihong Tang
, Kehai Chen,
Jie Liu
,
Min Zhang
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models
ACL 2025 ·
Bohan Jin
,
Shuhan Qi
, Kehai Chen,
Xinyi Guo
,
Xuan Wang
Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation
ACL 2025 ·
Andong Chen
,
Yuchen Song
, Kehai Chen,
Xuefeng Bai
,
Muyun Yang
,
Liqiang Nie
,
Jie Liu
,
Tiejun Zhao
,
Min Zhang
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
ACL 2025 ·
Mufan Xu
,
Gewen Liang
, Kehai Chen,
Wei Wang
,
Xun Zhou
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
EMNLP 2025 ·
Dingkun Zhang
,
Shuhan Qi
,
Xinyu Xiao
, Kehai Chen,
Xuan Wang
MoDification: Mixture of Depths Made Easy
NAACL 2025 ·
Chen Zhang
,
Meizhi Zhong
,
Qimeng Wang
,
Xuantao Lu
,
Zheyu Ye
,
Chengqiang Lu
,
Yan Gao
,
Yao Hu
, Kehai Chen,
Min Zhang
,
Dawei Song
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities
EMNLP 2025 ·
Yifan Duan
,
Yihong Tang
, Kehai Chen,
Liqiang Nie
,
Min Zhang
The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents
ACL 2025 ·
Yihong Tang
, Kehai Chen,
Xuefeng Bai
,
Zheng-Yu Niu
,
Bo Wang
,
Jie Liu
,
Min Zhang
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
NeurIPS 2025 ·
Yihong Tang
, Kehai Chen,
Muyun Yang
,
Zheng-Yu Niu
,
Jing Li
,
Tiejun Zhao
,
Min Zhang
Tool learning via Inference-time Scaling and Cycle Verifier
ACL 2025 ·
Xiaobo Liang
,
Wenjin Xie
,
Juntao Li
,
Wanfu Wang
,
Yibin Chen
, Kehai Chen,
Min Zhang
Unified Transferability Metrics for Time Series Foundation Models
NeurIPS 2025 ·
Weiyang Zhang
,
Xinyang Chen
,
Xiucheng Li
, Kehai Chen,
Weili Guan
,
Liqiang Nie
XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
NeurIPS 2025 ·
Zhenyu Li
, Kehai Chen,
Yunfei Long
,
Xuefeng Bai
,
Yaoyin Zhang
,
Xuchen Wei
,
Juntao Li
,
Min Zhang
Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
EMNLP 2024 ·
Yixin Ji
,
Yang Xiang
,
Juntao Li
,
Qingrong Xia
,
Zi Ye
,
Xinyu Duan
,
Zhefeng Wang
, Kehai Chen,
Min Zhang
Context Consistency between Training and Inference in Simultaneous Machine Translation
ACL 2024 ·
Meizhi Zhong
,
Lemao Liu
, Kehai Chen,
Mingming Yang
,
Min Zhang
DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms
ACL 2024 ·
Andong Chen
,
Lianzhang Lou
, Kehai Chen,
Xuefeng Bai
,
Yang Xiang
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
Dynamic Planning for LLM-based Graphical User Interface Automation
EMNLP 2024 ·
Shaoqing Zhang
,
Zhuosheng Zhang
, Kehai Chen,
Xinbei Ma
,
Muyun Yang
,
Tiejun Zhao
,
Min Zhang
Efficient Domain Adaptation for Non-Autoregressive Machine Translation
ACL 2024 ·
Wangjie You
,
Pei Guo
,
Juntao Li
, Kehai Chen,
Min Zhang
On the Hallucination in Simultaneous Machine Translation
ACL 2024 ·
Meizhi Zhong
, Kehai Chen,
Zhengshan Xue
,
Lemao Liu
,
Mingming Yang
,
Min Zhang
Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
ACL 2024 ·
Hongbin Zhang
, Kehai Chen,
Xuefeng Bai
,
Yang Xiang
,
Min Zhang
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering
EMNLP 2024 ·
Yu Zhang
, Kehai Chen,
Xuefeng Bai
,
Zhao Kang
,
Quanjiang Guo
,
Min Zhang
Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation
ACL 2024 ·
Tengfei Yu
,
Xuebo Liu
,
Liang Ding
, Kehai Chen,
Dacheng Tao
,
Min Zhang
Unsupervised Sign Language Translation and Generation
ACL 2024 ·
Zhengsheng Guo
,
Zhiwei He
,
Wenxiang Jiao
,
Xing Wang
,
Rui Wang
, Kehai Chen,
Zhaopeng Tu
,
Yong Xu
,
Min Zhang