Paraphrasing Adaptation for Web Search Ranking. - Chenguang Wang 001; Nan Duan; Ming Zhou 001; Ming Zhang 004 (ACL (2), 2013)

Spectral Label Refinement for Noisy and Missing Text Labels. - Yangqiu Song; Chenguang Wang 001; Ming Zhang 004; Hailong Sun 001; Qiang Yang 001 (AAAI, 2015)

KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks. - Chenguang Wang 001; Yangqiu Song; Haoran Li 003; Ming Zhang 004; Jiawei Han 001 (ICDM, 2015)

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations. - Chenguang Wang 001; Yangqiu Song; Dan Roth 001; Chi Wang 001; Jiawei Han 001; Heng Ji 001; Ming Zhang 004 (IJCAI, 2015)

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks. - Chenguang Wang 001; Yangqiu Song; Ahmed El-Kishky; Dan Roth 001; Ming Zhang 004; Jiawei Han 001 (KDD, 2015)

Text Classification with Heterogeneous Information Network Kernels. - Chenguang Wang 001; Yangqiu Song; Haoran Li 003; Ming Zhang 004; Jiawei Han 001 (AAAI, 2016)

RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks. - Chenguang Wang 001; Yizhou Sun; Yanglei Song; Jiawei Han 001; Yangqiu Song; Lidan Wang; Ming Zhang 004 (SDM, 2016)

World Knowledge as Indirect Supervision for Document Clustering. - Chenguang Wang 001; Yangqiu Song; Dan Roth 001; Ming Zhang 004; Jiawei Han 001 (ACM Trans. Knowl. Discov. Data, 2016)

Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks. - Chenguang Wang 001; Yangqiu Song; Haoran Li 003; Yizhou Sun; Ming Zhang 004; Jiawei Han 001 (CIKM, 2017)

HINE: Heterogeneous Information Network Embedding. - Yuxin Chen; Chenguang Wang 001 (DASFAA (1), 2017)

CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles. - Chenguang Wang 001; Alan Akbik; Laura Chiticariu; Yunyao Li 001; Fei Xia; Anbang Xu (EMNLP, 2017)

Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks. - He Jiang; Yangqiu Song; Chenguang Wang 001; Ming Zhang 004; Yizhou Sun (IJCAI, 2017)

Active Learning for Black-Box Semantic Role Labeling with Neural Factors. - Chenguang Wang 001; Laura Chiticariu; Yunyao Li 001 (IJCAI, 2017)

Towards Re-defining Relation Understanding in Financial Domain. - Chenguang Wang 001; Douglas Burdick; Laura Chiticariu; Rajasekar Krishnamurthy; Yunyao Li 001; Huaiyu Zhu 001 (DSMM@SIGMOD, 2017)

Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks. - Chenguang Wang 001; Yangqiu Song; Haoran Li 003; Ming Zhang 004; Jiawei Han 001 (Data Min. Knowl. Discov., 2018)

Co-Occurrent Features in Semantic Segmentation. - Hang Zhang 005; Han Zhang 010; Chenguang Wang 001; Junyuan Xie (CVPR, 2019)

Language Models with Transformers. - Chenguang Wang 001; Mu Li 003; Alexander J. Smola (CoRR, 2019)

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. - Jian Guo; He He 001; Tong He 002; Leonard Lausen; Mu Li 003; Haibin Lin; Xingjian Shi; Chenguang Wang 001; Junyuan Xie; Sheng Zha; Aston Zhang; Hang Zhang 005; et al. (CoRR, 2019)

PoD: Positional Dependency-Based Word Embedding for Aspect Term Extraction. - Yichun Yin; Chenguang Wang 001; Ming Zhang 004 (COLING, 2020)

Transformer on a Diet. - Chenguang Wang 001; Zihao Ye 001; Aston Zhang; Zheng Zhang 001; Alexander J. Smola (CoRR, 2020)

Language Models are Open Knowledge Graphs. - Chenguang Wang 001; Xiao Liu 036; Dawn Song (CoRR, 2020)

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing. - Jian Guo; He He 001; Tong He 002; Leonard Lausen; Mu Li 003; Haibin Lin; Xingjian Shi; Chenguang Wang 001; Junyuan Xie; Sheng Zha; Aston Zhang; Hang Zhang 005; et al. (J. Mach. Learn. Res., 2020)

Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. - Chenguang Wang 001; Xiao Liu 036; Zui Chen; Haoyun Hong; Jie Tang 001; Dawn Song (EMNLP (1), 2021)

Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. - Xuanli He; Qiongkai Xu; Lingjuan Lyu; Fangzhao Wu; Chenguang Wang 001 (AAAI, 2022)

DeepStruct: Pretraining of Language Models for Structure Prediction. - Chenguang Wang 001; Xiao Liu 036; Zui Chen; Haoyun Hong; Jie Tang 001; Dawn Song (ACL (Findings), 2022)

Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. - Jianhao Shen; Chenguang Wang 001; Linyuan Gong; Dawn Song (COLING, 2022)

IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. - Chenguang Wang 001; Xiao Liu 036; Dawn Song (EMNLP, 2022)

Benchmarking Language Models for Code Syntax Understanding. - Da Shen; Xinyun Chen; Chenguang Wang 001; Koushik Sen; Dawn Song (EMNLP (Findings), 2022)

PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. - Jianhao Shen; Chenguang Wang 001; Ye Yuan 016; Jiawei Han 001; Heng Ji 001; Koushik Sen; Ming Zhang 004; Dawn Song (EMNLP (Findings), 2022)

Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models. - Zhiyuan Zhang 001; Lingjuan Lyu; Xingjun Ma; Chenguang Wang 001; Xu Sun 001 (EMNLP (Findings), 2022)

Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. - Myeongseob Ko; Ming Jin 002; Chenguang Wang 001; Ruoxi Jia 001 (ICCV, 2023)

Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. - Eric Pasewark; Kyle Montgomery; Kefei Duan; Dawn Song; Chenguang Wang 001 (ACL (1), 2024)

Measuring Vision-Language STEM Skills of Neural Models. - Jianhao Shen; Ye Yuan 016; Srbuhi Mirzoyan; Ming Zhang 004; Chenguang Wang 001 (ICLR, 2024)

Agent Instructs Large Language Models to be General Zero-Shot Reasoners. - Nicholas Crispino; Kyle Montgomery; Fankun Zeng; Dawn Song; Chenguang Wang 001 (ICML, 2024)

Measuring Social Norms of Large Language Models. - Ye Yuan 016; Kexin Tang; Jianhao Shen; Ming Zhang 004; Chenguang Wang 001 (NAACL-HLT (Findings), 2024)

Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study. - Chenguang Wang 001; Ruoxi Jia 001; Xin Liu; Dawn Song (CoRR, 2024)

MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language Models. - Jianhong Tu; Zhuohao Ni; Nicholas Crispino; Zihao Yu; Michael Bendersky; Beliz Gunel; Ruoxi Jia 001; Xin Liu; Lingjuan Lyu; Dawn Song; Chenguang Wang 001 (CoRR, 2024)

COSMIC: Generalized Refusal Direction Identification in LLM Activations. - Vincent Siu; Nicholas Crispino; Zihao Yu; Sam Pan; Zhun Wang; Yang Liu 165; Dawn Song; Chenguang Wang 001 (ACL (Findings), 2025)

JudgeBench: A Benchmark for Evaluating LLM-Based Judges. - Sijun Tan; Siyuan Zhuang; Kyle Montgomery; William Yuan Tang; Alejandro Cuadron; Chenguang Wang 001; Raluca A. Popa; Ion Stoica (ICLR, 2025)

Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory. - Weichen Zhao; Chenguang Wang 001; Xinyan Wang 004; Congying Han; Tiande Guo; Tianshu Yu 001 (KDD (1), 2025)

AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. - Zhun Wang; Vincent Siu; Zhe Ye; Tianneng Shi; Yuzhou Nie; Xuandong Zhao; Chenguang Wang 001; Wenbo Guo 002; Dawn Song (CoRR, 2025)