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)

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

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)

Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction. - Luchen Liu; Haoran Li 003; Zhiting Hu; Haoran Shi 001; Zichang Wang; Jian Tang 005; Ming Zhang 004 (AMIA, 2019)

Predictive Multi-level Patient Representations from Electronic Health Records. - Zichang Wang; Haoran Li 003; Luchen Liu; Haoxian Wu; Ming Zhang 004 (BIBM, 2019)

Music-oriented Dance Video Synthesis with Pose Perceptual Loss. - Xuanchi Ren; Haoran Li 003; Zijian Huang 002; Qifeng Chen (CoRR, 2019)

Self-supervised Dance Video Synthesis Conditioned on Music. - Xuanchi Ren; Haoran Li 003; Zijian Huang 002; Qifeng Chen (ACM Multimedia, 2020)

Differentially Private Federated Knowledge Graphs Embedding. - Hao Peng 001; Haoran Li 003; Yangqiu Song; Vincent W. Zheng; Jianxin Li 002 (CIKM, 2021)

Federated Knowledge Graphs Embedding. - Hao Peng 001; Haoran Li 003; Yangqiu Song; Vincent W. Zheng; Jianxin Li 002 (CoRR, 2021)

You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas. - Haoran Li 003; Yangqiu Song; Lixin Fan (NAACL-HLT, 2022)

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence. - Haoran Li 003; Mingshi Xu; Yangqiu Song (ACL (Findings), 2023)

Multi-step Jailbreaking Privacy Attacks on ChatGPT. - Haoran Li 003; Dadi Guo; Wei Fan 001; Mingshi Xu; Jie Huang 009; Fanpu Meng; Yangqiu Song (EMNLP (Findings), 2023)

Multi-step Jailbreaking Privacy Attacks on ChatGPT. - Haoran Li 003; Dadi Guo; Wei Fan 001; Mingshi Xu; Yangqiu Song (CoRR, 2023)

Privacy in Large Language Models: Attacks, Defenses and Future Directions. - Haoran Li 003; Yulin Chen; Jinglong Luo; Yan Kang 001; Xiaojin Zhang 002; Qi Hu; Chunkit Chan; Yangqiu Song (CoRR, 2023)

P-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. - Haoran Li 003; Dadi Guo; Donghao Li; Wei Fan 001; Qi Hu; Xin Liu 039; Chunkit Chan; Duanyi Yao; Yangqiu Song (CoRR, 2023)

Privacy-Preserving Neural Graph Databases. - Qi Hu; Haoran Li 003; Jiaxin Bai; Yangqiu Song (CoRR, 2023)

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. - Haoran Li 003; Dadi Guo; Donghao Li; Wei Fan 001; Qi Hu; Xin Liu 039; Chunkit Chan; Duanyi Yao; Yuan Yao 001; Yangqiu Song (ACL (1), 2024)

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction. - Kun Peng; Lei Jiang 003; Qian Li 033; Haoran Li 003; Xiaoyan Yu; Li Sun 008; Shuo Sun; Yanxian Bi; Hao Peng 001 (CIKM, 2024)

Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection. - Zhiwei Yang; Yuecen Wei; Haoran Li 003; Qian Li 033; Lei Jiang 003; Li Sun 008; Xiaoyan Yu; Chunming Hu; Hao Peng 001 (CIKM, 2024)

Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate. - Chunkit Chan; Jiayang Cheng; Xin Liu 039; Yauwai Yim; Yuxin Jiang; Zheye Deng; Haoran Li 003; Yangqiu Song; Ginny Y. Wong; Simon See (ECAI, 2024)

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. - Chunkit Chan; Cheng Jiayang; Yauwai Yim; Zheye Deng; Wei Fan 001; Haoran Li 003; Xin Liu 039; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song (EMNLP (Findings), 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Zhang 004; Vipul Gupta; et al. (EMNLP, 2024)

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. - Wei Fan 001; Haoran Li 003; Zheye Deng; Weiqi Wang 001; Yangqiu Song (EMNLP, 2024)

Privacy-Preserved Neural Graph Databases. - Qi Hu; Haoran Li 003; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (KDD, 2024)

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (CoRR, 2024)

Backdoor Removal for Generative Large Language Models. - Haoran Li 003; Yulin Chen; Zihao Zheng; Qi Hu; Chunkit Chan; Heshan Liu; Yangqiu Song (CoRR, 2024)

Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data. - Haoran Li 003; Xinyuan Zhao; Dadi Guo; Hanlin Gu; Ziqian Zeng; Yuxing Han 001; Yangqiu Song; Lixin Fan; Qiang Yang 001 (CoRR, 2024)

On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. - Weiqi Wang 001; Tianqing Fang; Haochen Shi; Baixuan Xu; Wenxuan Ding 001; Liyu Zhang 005; Wei Fan 001; Jiaxin Bai; Haoran Li 003; Xin Liu 039; Yangqiu Song (CoRR, 2024)

LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing. - Jiangshu Du; Yibo Wang 001; Wenting Zhao 006; Zhongfen Deng; Shuaiqi Liu 002; Renze Lou; Henry Peng Zou; Pranav Narayanan Venkit; Nan Zhang; Mukund Srinath; Haoran Ranran Zhang; Vipul Gupta; et al. (CoRR, 2024)

Node Level Graph Autoencoder: Unified Pretraining for Textual Graph Learning. - Wenbin Hu; Huihao Jing; Qi Hu; Haoran Li 003; Yangqiu Song (CoRR, 2024)

BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger. - Yulin Chen; Haoran Li 003; Zihao Zheng; Yangqiu Song (CoRR, 2024)

Persona Knowledge-Aligned Prompt Tuning Method for Online Debate. - Chunkit Chan; Cheng Jiayang; Xin Liu 039; Yauwai Yim; Yuxin Jiang; Zheye Deng; Haoran Li 003; Yangqiu Song; Ginny Y. Wong; Simon See (CoRR, 2024)

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models. - Haoran Li 003; Yulin Chen; Zihao Zheng; Qi Hu; Chunkit Chan; Heshan Liu; Yangqiu Song (AAAI, 2025)

PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. - Haoran Li 003; Wenbin Hu; Huihao Jing; Yulin Chen; Qi Hu; Sirui Han; Tianshu Chu; Peizhao Hu; Yangqiu Song (ACL (1), 2025)

Defense Against Prompt Injection Attack by Leveraging Attack Techniques. - Yulin Chen; Haoran Li 003; Zihao Zheng; Dekai Wu; Yangqiu Song; Bryan Hooi (ACL (1), 2025)

Can Indirect Prompt Injection Attacks Be Detected and Removed? - Yulin Chen; Haoran Li 003; Yuan Sui; Yufei He; Yue Liu 008; Yangqiu Song; Bryan Hooi (ACL (1), 2025)

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. - Haoran Li 003; Wei Fan 001; Yulin Chen; Cheng Jiayang; Tianshu Chu; Xuebing Zhou; Peizhao Hu; Yangqiu Song (NAACL (Long Papers), 2025)

Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs. - Qi Hu; Weifeng Jiang; Haoran Li 003; Zihao Wang 001; Jiaxin Bai; Qianren Mao; Yangqiu Song; Lixin Fan; Jianxin Li 002 (Trans. Mach. Learn. Res., 2025)

Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction. - Yulin Chen; Haoran Li 003; Yuan Sui; Yue Liu 008; Yufei He; Yangqiu Song; Bryan Hooi (CoRR, 2025)

Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents. - Wei Fan 001; Tianshi Zheng; Yiran Hu; Zheye Deng; Weiqi Wang 001; Baixuan Xu; Chunyang Li; Haoran Li 003; Weixing Shen; Yangqiu Song (CoRR, 2025)

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. - Wenbin Hu; Haoran Li 003; Huihao Jing; Qi Hu; Ziqian Zeng; Sirui Han; Heli Xu; Tianshu Chu; Peizhao Hu; Yangqiu Song (CoRR, 2025)

MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol. - Huihao Jing; Haoran Li 003; Wenbin Hu; Qi Hu; Heli Xu; Tianshu Chu; Peizhao Hu; Yangqiu Song (CoRR, 2025)

TopicAttack: An Indirect Prompt Injection Attack via Topic Transition. - Yulin Chen; Haoran Li 003; Yuexin Li; Yue Liu 008; Yangqiu Song; Bryan Hooi (CoRR, 2025)

Activation-Guided Local Editing for Jailbreaking Attacks. - Jiecong Wang; Haoran Li 003; Hao Peng 001; Ziqian Zeng; Zihao Wang 001; Haohua Du; Zhengtao Yu 001 (CoRR, 2025)