Mingyu Jin

72 papers A* 8A 2B 2C 2Misc 1Journal 46Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs.
CoRR
Mingyu Jin, Yutong Yin, Jingcheng Niu, Qingcheng Zeng, Wujiang Xu, Mengnan Du, Wei Cheng, Zhaoran Wang, Tianlong Chen, Dimitris N. Metaxas
2026 — conf
SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models.
EACL (Industry Track)
Jiaojiao Han, Wujiang Xu, Mingyu Jin, Mengnan Du
2025 J jnl
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.
SIGKDD Explor.
Dong Shu, Chong Zhang, Mingyu Jin, Zihao Zhou, Lingyao Li
2025 — conf
Data-centric NLP Backdoor Defense from the Lens of Memorization.
NAACL (Findings)
Zhenting Wang, Zhizhi Wang, Mingyu Jin, Mengnan Du, Juan Zhai, Shiqing Ma
2025 — conf
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.
ACL (Findings)
Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Mingyu Jin, Shuhang Lin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang
2025 — conf
Disentangling Memory and Reasoning Ability in Large Language Models.
ACL (1)
Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongfeng Zhang
2025 J jnl
Do Larger Language Models Imply Better Reasoning? A Pretraining Scaling Law for Reasoning.
CoRR
Xinyi Wang, Shawn Tan, Mingyu Jin, William Yang Wang, Rameswar Panda, Yikang Shen
2025 J jnl
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning.
CoRR
Wujiang Xu, Wentian Zhao, Zhenting Wang, Yu-Jhe Li, Can Jin, Mingyu Jin, Kai Mei, Kun Wang, Dimitris N. Metaxas
2025 — conf
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs.
NAACL (Long Papers)
Sam Lin, Wenyue Hua, Zhenting Wang, Mingyu Jin, Lizhou Fan, Yongfeng Zhang
2025 B conf
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
COLING
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2025 B conf
Exploring Fine-Grained Human Motion Video Captioning.
COLING
Bingchan Zhao, Xinyi Liu, Zhuocheng Yu, Tongchen Yang, Yifan Song, Mingyu Jin, Sujian Li, Yizhou Wang
2025 A* conf
From Commands to Prompts: LLM-based Semantic File System for AIOS.
ICLR
Zeru Shi, Kai Mei, Mingyu Jin, Yongye Su, Chaoji Zuo, Wenyue Hua, Wujiang Xu, Yujie Ren, Zirui Liu, Mengnan Du, Dong Deng, Yongfeng Zhang
2025 A* conf
Invisible Backdoor Attack against Self-supervised Learning.
CVPR
Hanrong Zhang, Zhenting Wang, Boheng Li, Fulin Lin, Tingxu Han, Mingyu Jin, Chenlu Zhan, Mengnan Du, Hongwei Wang, Shiqing Ma
2025 A* conf
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding.
ICML
Mingyu Jin, Kai Mei, Wujiang Xu, Mingjie Sun, Ruixiang Tang, Mengnan Du, Zirui Liu, Yongfeng Zhang
2025 J jnl
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding.
CoRR
Mingyu Jin, Kai Mei, Wujiang Xu, Mingjie Sun, Ruixiang Tang, Mengnan Du, Zirui Liu, Yongfeng Zhang
2025 J jnl
MoralBench: Moral Evaluation of LLMs.
SIGKDD Explor.
Jianchao Ji, Yutong Chen, Mingyu Jin, Wujiang Xu, Wenyue Hua, Yongfeng Zhang
2025 J jnl
Recommender Systems Meet Large Language Model Agents: A Survey.
Found. Trends Priv. Secur.
Xi Zhu, Yu Wang, Hang Gao, Wujiang Xu, Chen Wang, Zhiwei Liu, Kun Wang, Mingyu Jin, Linsey Pang, Qingsong Weng, Philip S. Yu, Yongfeng Zhang
2025 A* conf
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models.
EMNLP
Zirui He, Mingyu Jin, Bo Shen, Ali Payani, Yongfeng Zhang, Mengnan Du
2025 J jnl
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models.
CoRR
Zirui He, Mingyu Jin, Bo Shen, Ali Payani, Yongfeng Zhang, Mengnan Du
2025 J jnl
SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models.
CoRR
Jiaojiao Han, Wujiang Xu, Mingyu Jin, Mengnan Du
2025 J jnl
Two-stage effective attentional generative adversarial network.
Appl. Intell.
Mingyu Jin, Qinkai Yu, Chong Zhang, Haochen Xue, Shuliang Zhao
2025 A conf
Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep.
CIKM
Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Fan Yang, Kaize Ding, Ruixiang Tang, Yongfeng Zhang
2025 A* conf
Visual Agents as Fast and Slow Thinkers.
ICLR
Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Tong Geng, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu
2024 J jnl
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow.
CoRR
Huizi Yu, Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Anye Shi, Xiang Li, Wenyue Hua, Mingyu Jin, Guang Chen, Yang Zhou, Zhao Li, Trisha Gupte, Ming-Li Chen, Zahra Azizi, Yongfeng Zhang, Themistocles L. Assimes, Xin Ma, Danielle S. Bitterman, Lin Lu, Lizhou Fan
2024 A* conf
Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis.
EMNLP
Qingcheng Zeng, Mingyu Jin, Rob Voigt
2024 J jnl
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models.
CoRR
Dong Shu, Mingyu Jin, Suiyuan Zhu, Beichen Wang, Zihao Zhou, Chong Zhang, Yongfeng Zhang
2024 — conf
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis.
EMNLP (System Demonstrations)
Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongfeng Zhang
2024 J jnl
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis.
CoRR
Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongfeng Zhang
2024 J jnl
Better Sampling, towards Better End-to-end Small Object Detection.
CoRR
Zile Huang, Chong Zhang, Mingyu Jin, Fangyu Wu, Chengzhi Liu, Xiaobo Jin
2024 J jnl
Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction.
CoRR
Yunxiao Shi, Wujiang Xu, Mingyu Jin, Haimin Zhang, Qiang Wu, Yongfeng Zhang, Min Xu
2024 — conf
Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning.
ACCV (8)
Chong Zhang, Mingyu Jin, Qinkai Yu, Haochen Xue, Shreyank N. Gowda, Xiaobo Jin
2024 J jnl
Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models.
CoRR
Dong Shu, Mingyu Jin, Tianle Chen, Chong Zhang, Yongfeng Zhang
2024 J jnl
Data-centric NLP Backdoor Defense from the Lens of Memorization.
CoRR
Zhenting Wang, Zhizhi Wang, Mingyu Jin, Mengnan Du, Juan Zhai, Shiqing Ma
2024 J jnl
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.
CoRR
Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Shuhang Lin, Mingyu Jin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang
2024 J jnl
Disentangling Memory and Reasoning Ability in Large Language Models.
CoRR
Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongfeng Zhang
2024 J jnl
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
CoRR
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2024 J jnl
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis.
CoRR
Daoyang Li, Mingyu Jin, Qingcheng Zeng, Haiyan Zhao, Mengnan Du
2024 J jnl
From Commands to Prompts: LLM-based Semantic File System for AIOS.
CoRR
Zeru Shi, Kai Mei, Mingyu Jin, Yongye Su, Chaoji Zuo, Wenyue Hua, Wujiang Xu, Yujie Ren, Zirui Liu, Mengnan Du, Dong Deng, Yongfeng Zhang
2024 J jnl
Game-theoretic LLM: Agent Workflow for Negotiation Games.
CoRR
Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang
2024 A* conf
Goal-Guided Generative Prompt Injection Attack on Large Language Models.
ICDM
Chong Zhang, Mingyu Jin, Qinkai Yu, Chengzhi Liu, Haochen Xue, Xiaobo Jin
2024 J jnl
Goal-guided Generative Prompt Injection Attack on Large Language Models.
CoRR
Chong Zhang, Mingyu Jin, Qinkai Yu, Chengzhi Liu, Haochen Xue, Xiaobo Jin
2024 J jnl
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang
2024 C conf
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
ACML
Dong Shu, Tianle Chen, Mingyu Jin, Chong Zhang, Mengnan Du, Yongfeng Zhang
2024 J jnl
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction.
CoRR
Dong Shu, Tianle Chen, Mingyu Jin, Yiting Zhang, Chong Zhang, Mengnan Du, Yongfeng Zhang
2024 J jnl
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review.
CoRR
Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma
2024 J jnl
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis.
J. Heal. Informatics Res.
Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma
2024 A* conf
MathAttack: Attacking Large Language Models towards Math Solving Ability.
AAAI
Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang
2024 J jnl
MoralBench: Moral Evaluation of LLMs.
CoRR
Jianchao Ji, Yutong Chen, Mingyu Jin, Wujiang Xu, Wenyue Hua, Yongfeng Zhang
2024 J jnl
NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models.
CoRR
Lizhou Fan, Wenyue Hua, Xiang Li, Kaijie Zhu, Mingyu Jin, Lingyao Li, Haoyang Ling, Jinkui Chi, Jindong Wang, Xin Ma, Yongfeng Zhang
2024 J jnl
Portable Arduino-Based Multi-Sensor Device (SBEDAD): Measuring the Built Environment in Street Cycling Spaces.
Sensors
Chuanwen Luo, Linyuan Hui, Zikun Shang, Chenlong Wang, Mingyu Jin, Xiaobo Wang, Ning Li
2024 J jnl
ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction.
CoRR
Mingyu Jin, Haochen Xue, Zhenting Wang, Boming Kang, Ruosong Ye, Kaixiong Zhou, Mengnan Du, Yongfeng Zhang
2024 A conf
Target-driven Attack for Large Language Models.
ECAI
Chong Zhang, Mingyu Jin, Dong Shu, Taowen Wang, Dongfang Liu, Xiaobo Jin
2024 J jnl
Target-driven Attack for Large Language Models.
CoRR
Chong Zhang, Mingyu Jin, Dong Shu, Taowen Wang, Dongfang Liu, Xiaobo Jin
2024 — conf
The Impact of Reasoning Step Length on Large Language Models.
ACL (Findings)
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
The Impact of Reasoning Step Length on Large Language Models.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du
2024 J jnl
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities.
CoRR
Mingyu Jin, Hua Tang, Chong Zhang, Qinkai Yu, Chengzhi Liu, Suiyuan Zhu, Yongfeng Zhang, Mengnan Du
2024 J jnl
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities.
SIGKDD Explor.
Hua Tang, Chong Zhang, Mingyu Jin, Qinkai Yu, Zhenting Wang, Xiaobo Jin, Yongfeng Zhang, Mengnan Du
2024 J jnl
Towards Imperceptible Backdoor Attack in Self-supervised Learning.
CoRR
Hanrong Zhang, Zhenting Wang, Tingxu Han, Mingyu Jin, Chenlu Zhan, Mengnan Du, Hongwei Wang, Shiqing Ma
2024 — conf
TrustAgent: Towards Safe and Trustworthy LLM-based Agents.
EMNLP (Findings)
Wenyue Hua, Xianjun Yang, Mingyu Jin, Zelong Li, Wei Cheng, Ruixiang Tang, Yongfeng Zhang
2024 J jnl
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models.
CoRR
Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Zihao Zhou, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Kaize Ding, Fan Yang, Ruixiang Tang, Yongfeng Zhang
2024 J jnl
Visual Agents as Fast and Slow Thinkers.
CoRR
Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu
2024 J jnl
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents.
CoRR
Mingyu Jin, Beichen Wang, Zhaoqian Xue, Suiyuan Zhu, Wenyue Hua, Hua Tang, Kai Mei, Mengnan Du, Yongfeng Zhang
2024 J jnl
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments.
CoRR
Chong Zhang, Xinyi Liu, Mingyu Jin, Zhongmou Zhang, Lingyao Li, Zhenting Wang, Wenyue Hua, Dong Shu, Suiyuan Zhu, Xiaobo Jin, Sujian Li, Mengnan Du, Yongfeng Zhang
2023 J jnl
A Simple and Effective Baseline for Attentional Generative Adversarial Networks.
CoRR
Mingyu Jin, Chong Zhang, Qinkai Yu, Haochen Xue, Xiaobo Jin, Xi Yang
2023 J jnl
Assessing Prompt Injection Risks in 200+ Custom GPTs.
CoRR
Jiahao Yu, Yuhang Wu, Dong Shu, Mingyu Jin, Xinyu Xing
2023 J jnl
Automatic Image Blending Algorithm Based on SAM and DINO.
CoRR
Haochen Xue, Mingyu Jin, Chong Zhang, Yuxuan Huang, Qian Weng, Xiaobo Jin
2023 — conf
Emergency Stop System of Computer Vision Workstation Based on GMM-HMM and LSTM.
ICARA
Muhuan Wu, Fangrui Guo, Junwei Wu, Yuliang Xiao, Mingyu Jin, Quan Zhang
2023 — conf
Image Blending Algorithm with Automatic Mask Generation.
ICONIP (8)
Haochen Xue, Mingyu Jin, Chong Zhang, Yuxuan Huang, Qian Weng, Xiaobo Jin
2023 J jnl
MathAttack: Attacking Large Language Models Towards Math Solving Ability.
CoRR
Zihao Zhou, Qiufeng Wang, Mingyu Jin, Jie Yao, Jianan Ye, Wei Liu, Wei Wang, Xiaowei Huang, Kaizhu Huang
2023 J jnl
Metric Learning for Projections Bias of Generalized Zero-shot Learning.
CoRR
Chong Zhang, Mingyu Jin, Qinkai Yu, Haochen Xue, Xiaobo Jin
2018 Misc conf
ABC
SAC
Mingyu Jin, Donghwan Shin, Doo-Hwan Bae
2017 C conf
SoS GaP Slicer: Slicing SoS Goal and PRISM Models for Change-Responsive Verification of SoS.
APSEC
Jiyoung Song, Young Min Baek, Mingyu Jin, Eunkyoung Jee, Doo-Hwan Bae