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Jinghui Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

42

Venues

16

Active years

2012–2026

Best venue rank

A*

Where they publish

Papers

42 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLCan Factual Opinions Be Edited (Manipulated) in Large Language Models?Yuanpu Cao, Ziyi Yin, Fenglong Ma, Jinghui Chen
2026ACLICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding.Ziyi Yin, Yuanpu Cao, Ting Wang, Jinghui Chen, Fenglong Ma
2025ACLShadow-Activated Backdoor Attacks on Multimodal Large Language Models.Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2025ACLJoPA: Explaining Large Language Model's Generation via Joint Prompt Attribution.Yurui Chang, Bochuan Cao, Yujia Wang, Jinghui Chen, Lu Lin
2025CCSYou Can't Steal Nothing: Mitigating Prompt Leakages in LLMs via System Vectors.Bochuan Cao, Changjiang Li, Yuanpu Cao, Yameng Ge, Ting Wang, Jinghui Chen
2025EMNLPPhi: Preference Hijacking in Multi-modal Large Language Models at Inference Time.Yifan Lan, Yuanpu Cao, Weitong Zhang, Lu Lin, Jinghui Chen
2025ICMLTruthFlow: Truthful LLM Generation via Representation Flow Correction.Hanyu Wang, Bochuan Cao, Yuanpu Cao, Jinghui Chen
2025ICMLAdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models.Yaopei Zeng, Yuanpu Cao, Bochuan Cao, Yurui Chang, Jinghui Chen, Lu Lin
2025NAACLPlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection.Jooyoung Lee, Toshini Agrawal, Adaku Uchendu, Thai Le, Jinghui Chen, Dongwon Lee
2025NAACLWordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response.Tianrong Zhang, Bochuan Cao, Yuanpu Cao, Lu Lin, Prasenjit Mitra, Jinghui Chen
2024AAAIVQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models.Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
2024ACLDefending Against Alignment-Breaking Attacks via Robustly Aligned LLM.Bochuan Cao, Yuanpu Cao, Lu Lin, Jinghui Chen
2024ACLJailbreak Open-Sourced Large Language Models via Enforced Decoding.Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu
2024EMNLPFEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models.Xiaochen Wang, Jiaqi Wang, Houping Xiao, Jinghui Chen, Fenglong Ma
2024ICLRBackdoor Contrastive Learning via Bi-level Trigger Optimization.Weiyu Sun, Xinyu Zhang, Hao Lu, Ying-Cong Chen, Ting Wang, Jinghui Chen, Lu Lin
2024ICLRTackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration.Yujia Wang, Yuanpu Cao, Jingcheng Wu, Ruoyu Chen, Jinghui Chen
2024ICMLGraph Adversarial Diffusion Convolution.Songtao Liu, Jinghui Chen, Tianfan Fu, Lu Lin, Marinka Zitnik, Dinghao Wu
2024ICMLFADAS: Towards Federated Adaptive Asynchronous Optimization.Yujia Wang, Shiqiang Wang, Songtao Lu, Jinghui Chen
2024NAACLStealthy and Persistent Unalignment on Large Language Models via Backdoor Injections.Yuanpu Cao, Bochuan Cao, Jinghui Chen
2024NAACLPromptFix: Few-shot Backdoor Removal via Adversarial Prompt Tuning.Tianrong Zhang, Zhaohan Xi, Ting Wang, Prasenjit Mitra, Jinghui Chen
2023AAAIOn the Vulnerability of Backdoor Defenses for Federated Learning.Pei Fang, Jinghui Chen
2023CIKMRoCourseNet: Robust Training of a Prediction Aware Recourse Model.Hangzhi Guo, Feiran Jia, Jinghui Chen, Anna Cinzia Squicciarini, Amulya Yadav
2023ICLRSpectral Augmentation for Self-Supervised Learning on Graphs.Lu Lin, Jinghui Chen, Hongning Wang
2023ICMLGraph Contrastive Backdoor Attacks.Hangfan Zhang, Jinghui Chen, Lu Lin, Jinyuan Jia, Dinghao Wu
2023KDDPAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text.Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
2023WWWDo Language Models Plagiarize?Jooyoung Lee, Thai Le, Jinghui Chen, Dongwon Lee
2023UAIBenign Overfitting in Adversarially Robust Linear Classification.Jinghui Chen, Yuan Cao, Quanquan Gu
2022AAAIEfficient Robust Training via Backward Smoothing.Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
2022AISTATSCommunication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization.Yujia Wang, Lu Lin, Jinghui Chen
2022ICLRLearnability Lock: Authorized Learnability Control Through Adversarial Invertible Transformations.Weiqi Peng, Jinghui Chen
2022ICMLCommunication-Efficient Adaptive Federated Learning.Yujia Wang, Lu Lin, Jinghui Chen
2022KDDLeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization.Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma
2020AAAIA Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks.Jinghui Chen, Dongruo Zhou, Jinfeng Yi, Quanquan Gu
2020AISTATSUnderstanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models.Xiao Zhang, Jinghui Chen, Quanquan Gu, David Evans
2020IJCAIClosing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks.Jinghui Chen, Dongruo Zhou, Yiqi Tang, Ziyan Yang, Yuan Cao, Quanquan Gu
2020KDDRayS: A Ray Searching Method for Hard-label Adversarial Attack.Jinghui Chen, Quanquan Gu
2018ICMLCovariate Adjusted Precision Matrix Estimation via Nonconvex Optimization.Jinghui Chen, Pan Xu, Lingxiao Wang, Jian Ma, Quanquan Gu
2018ICSEHow do practitioners perceive assurance cases in safety-critical software systems?Jinghui Chen, Micayla Goodrum, Ronald A. Metoyer, Jane Cleland-Huang
2017KDDFast Newton Hard Thresholding Pursuit for Sparsity Constrained Nonconvex Optimization.Jinghui Chen, Quanquan Gu
2017SDMOutlier Detection with Autoencoder Ensembles.Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga
2016UAIAccelerated Stochastic Block Coordinate Gradient Descent for Sparsity Constrained Nonconvex Optimization.Jinghui Chen, Quanquan Gu
2012PCSDepth map compression via edge-based inpainting.Jinghui Chen, Feng Ye, Jinhong Di, Chun Liu, Aidong Men