Chen, Muhao

26 publications

ICLR 2026 FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models Jiyoon Pyo, Yuankun Jiao, Dongwon Jung, Zekun Li, Leeje Jang, Sofia Kirsanova, Jina Kim, Yijun Lin, Qin Liu, Junyi Xie, Hadi Askari, Nan Xu, Muhao Chen, Yao-Yi Chiang

ICLR 2026 Latent Visual Reasoning Bangzheng Li, Ximeng Sun, Jiang Liu, Ze Wang, Jialian Wu, Xiaodong Yu, Emad Barsoum, Muhao Chen, Zicheng Liu

ICLR 2026 QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining Kyle R. Chickering, Bangzheng Li, Muhao Chen

ICLR 2025 BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge Terry Tong, Fei Wang, Zhe Zhao, Muhao Chen

ICLR 2025 Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Jinsheng Pan, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao

NeurIPS 2025 LayerIF: Estimating Layer Quality for Large Language Models Using Influence Functions Hadi Askari, Shivanshu Gupta, Fei Wang, Anshuman Chhabra, Muhao Chen

ICLR 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-Image Understanding Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

TMLR 2025 Offset Unlearning for Large Language Models James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen

CVPR 2025 SleeperMark: Towards Robust Watermark Against Fine-Tuning Text-to-Image Diffusion Models Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu

ECCV 2024 AdaShield: Safeguarding Multimodal Large Language Models from Structure-Based Attack via Adaptive Shield Prompting Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao

ICLR 2024 AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao

NeurIPS 2024 BackdoorAlign: Mitigating Fine-Tuning Based Jailbreak Attack with Backdoor Enhanced Safety Alignment Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao

ICLR 2024 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon

ICLR 2023 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales PeiFeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren

ICLR 2022 Contextualized Scene Imagination for Generative Commonsense Reasoning PeiFeng Wang, Jonathan Zamora, Junfeng Liu, Filip Ilievski, Muhao Chen, Xiang Ren

NeurIPSW 2022 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales PeiFeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren

AAAI 2021 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhang

IJCAI 2021 SPADE: A Semi-Supervised Probabilistic Approach for Detecting Errors in Tables Minh Pham, Craig A. Knoblock, Muhao Chen, Binh Vu, Jay Pujara

AAAI 2021 Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier

AAAI 2020 Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation Zequn Sun, Chengming Wang, Wei Hu, Muhao Chen, Jian Dai, Wei Zhang, Yuzhong Qu

AAAI 2019 Embedding Uncertain Knowledge Graphs Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, Carlo Zaniolo

IJCAI 2019 Multi-View Knowledge Graph Embedding for Entity Alignment Qingheng Zhang, Zequn Sun, Wei Hu, Muhao Chen, Lingbing Guo, Yuzhong Qu

IJCAI 2018 Co-Training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-Lingual Entity Alignment Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo

CVPRW 2017 Attention-Based Natural Language Person Retrieval Tao Zhou, Muhao Chen, Jie Yu, Demetri Terzopoulos

IJCAI 2017 Learning Multi-Faceted Knowledge Graph Embeddings for Natural Language Processing Muhao Chen, Carlo Zaniolo

IJCAI 2017 Multilingual Knowledge Graph Embeddings for Cross-Lingual Knowledge Alignment Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo