Chenguang Wang

65 papers A* 15A 2B 2Journal 33Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Framework for Formalizing LLM Agent Security. CoRR Vincent Siu, Jingxuan He, Kyle Montgomery, Zhun Wang, Neil Gong, Chenguang Wang, Dawn Song
2025	J	`jnl`	AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. CoRR Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song
2025	—	`conf`	AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents. EMNLP (Findings) Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song
2025	J	`jnl`	Budget-aware Test-time Scaling via Discriminative Verification. CoRR Kyle Montgomery, Sijun Tan, Yuqi Chen, Siyuan Zhuang, Tianjun Zhang, Raluca Ada Popa, Chenguang Wang
2025	—	`conf`	COSMIC: Generalized Refusal Direction Identification in LLM Activations. ACL (Findings) Vincent Siu, Nicholas Crispino, Zihao Yu, Sam Pan, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang
2025	J	`jnl`	COSMIC: Generalized Refusal Direction Identification in LLM Activations. CoRR Vincent Siu, Nicholas Crispino, Zihao Yu, Sam Pan, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang
2025	A*	`conf`	JudgeBench: A Benchmark for Evaluating LLM-Based Judges. ICLR Sijun Tan, Siyuan Zhuang, Kyle Montgomery, William Yuan Tang, Alejandro Cuadron, Chenguang Wang, Raluca A. Popa, Ion Stoica
2025	J	`jnl`	Predicting Task Performance with Context-aware Scaling Laws. CoRR Kyle Montgomery, David Park, Jianhong Tu, Michael Bendersky, Beliz Gunel, Dawn Song, Chenguang Wang
2025	J	`jnl`	RepIt: Representing Isolated Targets to Steer Language Models. CoRR Vincent Siu, Nathan W. Henry, Nicholas Crispino, Yang Liu, Dawn Song, Chenguang Wang
2025	J	`jnl`	SteeringControl: Holistic Evaluation of Alignment Steering in LLMs. CoRR Vincent Siu, Nicholas Crispino, David Park, Nathan W. Henry, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang
2025	—	`conf`	Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory. KDD (1) Weichen Zhao, Chenguang Wang, Xinyan Wang, Congying Han, Tiande Guo, Tianshu Yu
2025	J	`jnl`	VMDT: Decoding the Trustworthiness of Video Foundation Models. CoRR Yujin Potter, Zhun Wang, Nicholas Crispino, Kyle Montgomery, Alexander Xiong, Ethan Y. Chang, Francesco Pinto, Yuqi Chen, Rahul Gupta, Morteza Ziyadi, Christos Christodoulopoulos, Bo Li, Chenguang Wang, Dawn Song
2024	A*	`conf`	Agent Instructs Large Language Models to be General Zero-Shot Reasoners. ICML Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang
2024	J	`jnl`	Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study. CoRR Chenguang Wang, Ruoxi Jia, Xin Liu, Dawn Song
2024	J	`jnl`	JudgeBench: A Benchmark for Evaluating LLM-based Judges. CoRR Sijun Tan, Siyuan Zhuang, Kyle Montgomery, William Yuan Tang, Alejandro Cuadron, Chenguang Wang, Raluca Ada Popa, Ion Stoica
2024	J	`jnl`	MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language Models. CoRR Jianhong Tu, Zhuohao Ni, Nicholas Crispino, Zihao Yu, Michael Bendersky, Beliz Gunel, Ruoxi Jia, Xin Liu, Lingjuan Lyu, Dawn Song, Chenguang Wang
2024	—	`conf`	Measuring Social Norms of Large Language Models. NAACL-HLT (Findings) Ye Yuan, Kexin Tang, Jianhao Shen, Ming Zhang, Chenguang Wang
2024	J	`jnl`	Measuring Social Norms of Large Language Models. CoRR Ye Yuan, Kexin Tang, Jianhao Shen, Ming Zhang, Chenguang Wang
2024	A*	`conf`	Measuring Vision-Language STEM Skills of Neural Models. ICLR Jianhao Shen, Ye Yuan, Srbuhi Mirzoyan, Ming Zhang, Chenguang Wang
2024	J	`jnl`	Measuring Vision-Language STEM Skills of Neural Models. CoRR Jianhao Shen, Ye Yuan, Srbuhi Mirzoyan, Ming Zhang, Chenguang Wang
2024	—	`conf`	Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. ACL (1) Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang
2024	J	`jnl`	Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. CoRR Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang
2023	J	`jnl`	Agent Instructs Large Language Models to be General Zero-Shot Reasoners. CoRR Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang
2023	A*	`conf`	Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. ICCV Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia
2023	J	`jnl`	Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. CoRR Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia
2022	—	`conf`	Benchmarking Language Models for Code Syntax Understanding. EMNLP (Findings) Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song
2022	J	`jnl`	Benchmarking Language Models for Code Syntax Understanding. CoRR Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song
2022	—	`conf`	DeepStruct: Pretraining of Language Models for Structure Prediction. ACL (Findings) Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2022	J	`jnl`	DeepStruct: Pretraining of Language Models for Structure Prediction. CoRR Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2022	—	`conf`	Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. EMNLP (Findings) Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun
2022	J	`jnl`	Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. CoRR Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma, Chenguang Wang, Xu Sun
2022	A*	`conf`	IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. EMNLP Chenguang Wang, Xiao Liu, Dawn Song
2022	J	`jnl`	IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. CoRR Chenguang Wang, Xiao Liu, Dawn Song
2022	B	`conf`	Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. COLING Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song
2022	J	`jnl`	Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. CoRR Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song
2022	—	`conf`	PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. EMNLP (Findings) Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song
2022	J	`jnl`	PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. CoRR Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song
2022	A*	`conf`	Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. AAAI Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
2021	J	`jnl`	Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. CoRR Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
2021	—	`conf`	Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. EMNLP (1) Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2021	J	`jnl`	Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. CoRR Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song
2020	J	`jnl`	GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. J. Mach. Learn. Res. Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng, Yi Zhu
2020	J	`jnl`	Language Models are Open Knowledge Graphs. CoRR Chenguang Wang, Xiao Liu, Dawn Song
2020	B	`conf`	PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction. COLING Yichun Yin, Chenguang Wang, Ming Zhang
2020	J	`jnl`	Transformer on a Diet. CoRR Chenguang Wang, Zihao Ye, Aston Zhang, Zheng Zhang, Alexander J. Smola
2019	A*	`conf`	Co-Occurrent Features in Semantic Segmentation. CVPR Hang Zhang, Han Zhang, Chenguang Wang, Junyuan Xie
2019	J	`jnl`	GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. CoRR Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng
2019	J	`jnl`	Language Models with Transformers. CoRR Chenguang Wang, Mu Li, Alexander J. Smola
2019	J	`jnl`	PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction. CoRR Yichun Yin, Chenguang Wang, Ming Zhang
2018	J	`jnl`	Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks. Data Min. Knowl. Discov. Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2017	A*	`conf`	Active Learning for Black-Box Semantic Role Labeling with Neural Factors. IJCAI Chenguang Wang, Laura Chiticariu, Yunyao Li
2017	A*	`conf`	CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. EMNLP Chenguang Wang, Alan Akbik, Laura Chiticariu, Yunyao Li, Fei Xia, Anbang Xu
2017	A	`conf`	Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks. CIKM Chenguang Wang, Yangqiu Song, Haoran Li, Yizhou Sun, Ming Zhang, Jiawei Han
2017	—	`conf`	HINE: Heterogeneous Information Network Embedding. DASFAA (1) Yuxin Chen, Chenguang Wang
2017	A*	`conf`	Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks. IJCAI He Jiang, Yangqiu Song, Chenguang Wang, Ming Zhang, Yizhou Sun
2017	—	`conf`	Towards Re-defining Relation Understanding in Financial Domain. DSMM@SIGMOD Chenguang Wang, Douglas Burdick, Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Huaiyu Zhu
2016	A	`conf`	RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks. SDM Chenguang Wang, Yizhou Sun, Yanglei Song, Jiawei Han, Yangqiu Song, Lidan Wang, Ming Zhang
2016	A*	`conf`	Text Classification with Heterogeneous Information Network Kernels. AAAI Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2016	J	`jnl`	World Knowledge as Indirect Supervision for Document Clustering. CoRR Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2016	J	`jnl`	World Knowledge as Indirect Supervision for Document Clustering. ACM Trans. Knowl. Discov. Data Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han
2015	A*	`conf`	Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations. IJCAI Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang
2015	A*	`conf`	Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. KDD Chenguang Wang, Yangqiu Song, Ahmed El-Kishky, Dan Roth, Ming Zhang, Jiawei Han
2015	A*	`conf`	KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks. ICDM Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
2015	A*	`conf`	Spectral Label Refinement for Noisy and Missing Text Labels. AAAI Yangqiu Song, Chenguang Wang, Ming Zhang, Hailong Sun, Qiang Yang
2013	—	`conf`	Paraphrasing Adaptation for Web Search Ranking. ACL (2) Chenguang Wang, Nan Duan, Ming Zhou, Ming Zhang