SoS GaP Slicer: Slicing SoS Goal and PRISM Models for Change-Responsive Verification of SoS. - Jiyoung Song; Young Min Baek; Mingyu Jin; Eunkyoung Jee; Doo-Hwan Bae (APSEC, 2017)

ABC+: extended action-benefit-cost modeling with knowledge-based decision-making and interaction model for system of systems simulation. - Mingyu Jin; Donghwan Shin 001; Doo-Hwan Bae (SAC, 2018)

Emergency Stop System of Computer Vision Workstation Based on GMM-HMM and LSTM. - Muhuan Wu; Fangrui Guo; Junwei Wu; Yuliang Xiao; Mingyu Jin; Quan Zhang (ICARA, 2023)

Image Blending Algorithm with Automatic Mask Generation. - Haochen Xue; Mingyu Jin; Chong Zhang 006; Yuxuan Huang; Qian Weng; Xiaobo Jin (ICONIP (8), 2023)

Automatic Image Blending Algorithm Based on SAM and DINO. - Haochen Xue; Mingyu Jin; Chong Zhang 006; Yuxuan Huang; Qian Weng; Xiaobo Jin (CoRR, 2023)

A Simple and Effective Baseline for Attentional Generative Adversarial Networks. - Mingyu Jin; Chong Zhang 006; Qinkai Yu; Haochen Xue; Xiaobo Jin; Xi Yang (CoRR, 2023)

Metric Learning for Projections Bias of Generalized Zero-shot Learning. - Chong Zhang 006; Mingyu Jin; Qinkai Yu; Haochen Xue; Xiaobo Jin (CoRR, 2023)

Assessing Prompt Injection Risks in 200+ Custom GPTs. - Jiahao Yu 001; Yuhang Wu 003; Dong Shu; Mingyu Jin; Xinyu Xing 001 (CoRR, 2023)

MathAttack: Attacking Large Language Models towards Math Solving Ability. - Zihao Zhou; Qiufeng Wang 001; Mingyu Jin; Jie Yao; Jianan Ye; Wei Liu 131; Wei Wang 042; Xiaowei Huang 001; Kaizhu Huang (AAAI, 2024)

Bridging the Projection Gap: Overcoming Projection Bias Through Parameterized Distance Learning. - Chong Zhang 006; Mingyu Jin; Qinkai Yu; Haochen Xue; Shreyank N. Gowda; Xiaobo Jin (ACCV (8), 2024)

The Impact of Reasoning Step Length on Large Language Models. - Mingyu Jin; Qinkai Yu; Dong Shu; Haiyan Zhao 003; Wenyue Hua; Yanda Meng; Yongfeng Zhang; Mengnan Du (ACL (Findings), 2024)

Knowledge Graph Large Language Model (KG-LLM) for Link Prediction. - Dong Shu; Tianle Chen; Mingyu Jin; Chong Zhang 006; Mengnan Du; Yongfeng Zhang (ACML, 2024)

Target-driven Attack for Large Language Models. - Chong Zhang 006; Mingyu Jin; Dong Shu; Taowen Wang; Dongfang Liu; Xiaobo Jin (ECAI, 2024)

TrustAgent: Towards Safe and Trustworthy LLM-based Agents. - Wenyue Hua; Xianjun Yang; Mingyu Jin; Zelong Li; Wei Cheng 002; Ruixiang Tang; Yongfeng Zhang (EMNLP (Findings), 2024)

Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis. - Qingcheng Zeng; Mingyu Jin; Rob Voigt (EMNLP, 2024)

Goal-Guided Generative Prompt Injection Attack on Large Language Models. - Chong Zhang 006; Mingyu Jin; Qinkai Yu; Chengzhi Liu; Haochen Xue; Xiaobo Jin (ICDM, 2024)

AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models. - Dong Shu; Mingyu Jin; Suiyuan Zhu; Beichen Wang; Zihao Zhou; Chong Zhang 006; Yongfeng Zhang (CoRR, 2024)

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System. - Mingyu Jin; Qinkai Yu; Dong Shu; Chong Zhang 006; Lizhou Fan; Wenyue Hua; Suiyuan Zhu; Yanda Meng; Zhenting Wang; Mengnan Du; Yongfeng Zhang; Yanda Meng (CoRR, 2024)

Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities. - Mingyu Jin; Hua Tang; Chong Zhang 006; Qinkai Yu; Chengzhi Liu; Suiyuan Zhu; Yongfeng Zhang; Mengnan Du (CoRR, 2024)

What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents. - Mingyu Jin; Beichen Wang; Zhaoqian Xue; Suiyuan Zhu; Wenyue Hua; Hua Tang; Kai Mei; Mengnan Du; Yongfeng Zhang (CoRR, 2024)

NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models. - Lizhou Fan; Wenyue Hua; Xiang Li; Kaijie Zhu; Mingyu Jin; Lingyao Li; Haoyang Ling; Jinkui Chi; Jindong Wang 001; Xin Ma; Yongfeng Zhang (CoRR, 2024)

Knowledge Graph Large Language Model (KG-LLM) for Link Prediction. - Dong Shu; Tianle Chen; Mingyu Jin; Yiting Zhang; Chong Zhang 006; Mengnan Du; Yongfeng Zhang (CoRR, 2024)

Large Language Models in Biomedical and Health Informatics: A Bibliometric Review. - Huizi Yu; Lizhou Fan; Lingyao Li; Jiayan Zhou; Zihui Ma; Lu Xian; Wenyue Hua; Sijia He; Mingyu Jin; Yongfeng Zhang; Ashvin Gandhi; Xin Ma (CoRR, 2024)

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (CoRR, 2024)

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis. - Shuhang Lin; Wenyue Hua; Lingyao Li; Che-Jui Chang; Lizhou Fan; Jianchao Ji; Hang Hua; Mingyu Jin; Jiebo Luo 001; Yongfeng Zhang (CoRR, 2024)

ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction. - Mingyu Jin; Haochen Xue; Zhenting Wang; Boming Kang; Ruosong Ye; Kaixiong Zhou; Mengnan Du; Yongfeng Zhang (CoRR, 2024)

Towards Imperceptible Backdoor Attack in Self-supervised Learning. - Hanrong Zhang; Zhenting Wang; Tingxu Han; Mingyu Jin; Chenlu Zhan; Mengnan Du; Hongwei Wang 001; Shiqing Ma (CoRR, 2024)

Better Sampling, towards Better End-to-end Small Object Detection. - Zile Huang; Chong Zhang 006; Mingyu Jin; Fangyu Wu 001; Chengzhi Liu; Xiaobo Jin (CoRR, 2024)

Counterfactual Explainable Incremental Prompt Attack Analysis on Large Language Models. - Dong Shu; Mingyu Jin; Tianle Chen; Chong Zhang 006; Yongfeng Zhang (CoRR, 2024)

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. - Qingcheng Zeng; Mingyu Jin; Qinkai Yu; Zhenting Wang; Wenyue Hua; Zihao Zhou; Guangyan Sun; Yanda Meng; Shiqing Ma; Qifan Wang 001; Felix Juefei-Xu; Kaize Ding; et al. (CoRR, 2024)

When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments. - Chong Zhang 006; Xinyi Liu; Mingyu Jin; Zhongmou Zhang; Lingyao Li; Zhenting Wang; Wenyue Hua; Dong Shu; Suiyuan Zhu; Xiaobo Jin; Sujian Li; Mengnan Du; et al. (CoRR, 2024)

Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction. - Yunxiao Shi; Wujiang Xu; Mingyu Jin; Haimin Zhang 001; Qiang Wu 001; Yongfeng Zhang; Min Xu 001 (CoRR, 2024)

Visual Agents as Fast and Slow Thinkers. - Guangyan Sun; Mingyu Jin; Zhenting Wang; Cheng-Long Wang; Siqi Ma; Qifan Wang 001; Ying Nian Wu; Yongfeng Zhang; Dongfang Liu (CoRR, 2024)

Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis. - Daoyang Li; Mingyu Jin; Qingcheng Zeng; Haiyan Zhao 003; Mengnan Du (CoRR, 2024)

AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow. - Huizi Yu; Jiayan Zhou; Lingyao Li; Shan Chen 004; Jack Gallifant; Anye Shi; Xiang Li; Wenyue Hua; Mingyu Jin; Guang Chen; Yang Zhou; Zhao Li; et al. (CoRR, 2024)

Game-theoretic LLM: Agent Workflow for Negotiation Games. - Wenyue Hua; Ollie Liu; Lingyao Li; Alfonso Amayuelas; Julie Chen; Lucas Jiang; Mingyu Jin; Lizhou Fan; Fei Sun; William Wang 001; Xintong Wang; Yongfeng Zhang (CoRR, 2024)

Portable Arduino-Based Multi-Sensor Device (SBEDAD): Measuring the Built Environment in Street Cycling Spaces. - Chuanwen Luo; Linyuan Hui; Zikun Shang; Chenlong Wang; Mingyu Jin; Xiaobo Wang; Ning Li (Sensors, 2024)

Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis. - Huizi Yu; Lizhou Fan; Lingyao Li; Jiayan Zhou; Zihui Ma; Lu Xian; Wenyue Hua; Sijia He; Mingyu Jin; Yongfeng Zhang; Ashvin Gandhi; Xin Ma (J. Heal. Informatics Res., 2024)

Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities. - Hua Tang; Chong Zhang 006; Mingyu Jin; Qinkai Yu; Zhenting Wang; Xiaobo Jin; Yongfeng Zhang; Mengnan Du (SIGKDD Explor., 2024)

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities. - Wenyue Hua; Kaijie Zhu; Lingyao Li; Lizhou Fan; Mingyu Jin; Shuhang Lin; Haochen Xue; Zelong Li; Jindong Wang 001; Yongfeng Zhang (ACL (Findings), 2025)

Disentangling Memory and Reasoning Ability in Large Language Models. - Mingyu Jin; Weidi Luo; Sitao Cheng; Xinyi Wang 003; Wenyue Hua; Ruixiang Tang; William Yang Wang; Yongfeng Zhang (ACL (1), 2025)

Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (COLING, 2025)

Exploring Fine-Grained Human Motion Video Captioning. - Bingchan Zhao; Xinyi Liu; Zhuocheng Yu; Tongchen Yang; Yifan Song 002; Mingyu Jin; Sujian Li; Yizhou Wang (COLING, 2025)

Invisible Backdoor Attack against Self-supervised Learning. - Hanrong Zhang; Zhenting Wang; Boheng Li; Fulin Lin; Tingxu Han; Mingyu Jin; Chenlu Zhan; Mengnan Du; Hongwei Wang; Shiqing Ma (CVPR, 2025)

From Commands to Prompts: LLM-based Semantic File System for AIOS. - Zeru Shi; Kai Mei; Mingyu Jin; Yongye Su; Chaoji Zuo; Wenyue Hua; Wujiang Xu; Yujie Ren; Zirui Liu 001; Mengnan Du; Dong Deng 001; Yongfeng Zhang (ICLR, 2025)

Visual Agents as Fast and Slow Thinkers. - Guangyan Sun; Mingyu Jin; Zhenting Wang; Cheng-Long Wang; Siqi Ma; Qifan Wang 001; Tong Geng; Ying Nian Wu; Yongfeng Zhang; Dongfang Liu (ICLR, 2025)

EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs. - Sam Lin; Wenyue Hua; Zhenting Wang; Mingyu Jin; Lizhou Fan; Yongfeng Zhang (NAACL (Long Papers), 2025)

Data-centric NLP Backdoor Defense from the Lens of Memorization. - Zhenting Wang; Zhizhi Wang; Mingyu Jin; Mengnan Du; Juan Zhai; Shiqing Ma (NAACL (Findings), 2025)

Recommender Systems Meet Large Language Model Agents: A Survey. - Xi Zhu; Yu Wang 158; Hang Gao; Wujiang Xu; Chen Wang; Zhiwei Liu 001; Kun Wang 056; Mingyu Jin; Linsey Pang; Qingsong Weng; Philip S. Yu; Yongfeng Zhang (Found. Trends Priv. Secur., 2025)

Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding. - Mingyu Jin; Kai Mei; Wujiang Xu; Mingjie Sun; Ruixiang Tang; Mengnan Du; Zirui Liu 001; Yongfeng Zhang (CoRR, 2025)

Do Larger Language Models Imply Better Reasoning? A Pretraining Scaling Law for Reasoning. - Xinyi Wang 003; Shawn Tan; Mingyu Jin; William Yang Wang; Rameswar Panda; Yikang Shen (CoRR, 2025)

SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models. - Zirui He; Mingyu Jin; Bo Shen; Ali Payani; Yongfeng Zhang; Mengnan Du (CoRR, 2025)

Two-stage effective attentional generative adversarial network. - Mingyu Jin; Qinkai Yu; Chong Zhang 006; Haochen Xue; Shuliang Zhao (Appl. Intell., 2025)

MoralBench: Moral Evaluation of LLMs. - Jianchao Ji; Yutong Chen; Mingyu Jin; Wujiang Xu; Wenyue Hua; Yongfeng Zhang (SIGKDD Explor., 2025)

AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models. - Dong Shu; Chong Zhang 006; Mingyu Jin; Zihao Zhou; Lingyao Li (SIGKDD Explor., 2025)