The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG). - Shenglai Zeng; Jiankun Zhang 001; Pengfei He; Yiding Liu; Yue Xing 002; Han Xu 002; Jie Ren 019; Yi Chang 001; Shuaiqiang Wang; Dawei Yin 001; Jiliang Tang (ACL (Findings), 2024)

Copyright Protection in Generative AI: A Technical Perspective. - Jie Ren 019; Han Xu 002; Pengfei He; Yingqian Cui; Shenglai Zeng; Jiankun Zhang 001; Hongzhi Wen; Jiayuan Ding; Hui Liu 031; Yi Chang 001; Jiliang Tang (CoRR, 2024)

Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data. - Shenglai Zeng; Jiankun Zhang 001; Pengfei He; Jie Ren 019; Tianqi Zheng; Hanqing Lu; Han Xu 002; Hui Liu 031; Yue Xing 002; Jiliang Tang (CoRR, 2024)

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective. - Shenglai Zeng; Jiankun Zhang 001; Bingheng Li; Yuping Lin; Tianqi Zheng; Dante Everaert; Hanqing Lu; Hui Liu 031; Yue Xing 002; Monica Xiao Cheng; Jiliang Tang (CoRR, 2024)

Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data. - Shenglai Zeng; Jiankun Zhang 001; Pengfei He; Jie Ren 019; Tianqi Zheng; Hanqing Lu; Han Xu 002; Hui Liu 003; Yue Xing 002; Jiliang Tang (EMNLP, 2025)

Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation. - Jiankun Zhang 001; Shenglai Zeng; Jie Ren 019; Tianqi Zheng; Hui Liu 033; Xianfeng Tang; Hui Liu 031; Yi Chang 001 (EMNLP, 2025)

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective. - Shenglai Zeng; Jiankun Zhang 001; Bingheng Li; Yuping Lin; Tianqi Zheng; Dante Everaert; Hanqing Lu; Hui Liu 033; Hui Liu 031; Yue Xing 002; Monica Xiao Cheng; Jiliang Tang (NAACL (Long Papers), 2025)

AI Urban Scientist: Multi-Agent Collaborative Automation for Urban Research. - Tong Xia; Jiankun Zhang 001; Ruiwen You; Ao Xu; Linghao Zhang; Tengyao Tu; Jingzhi Wang; Jinghua Piao; Yunke Zhang; Fengli Xu; Yong Li 008 (CoRR, 2025)

Fix Before Search: Benchmarking Agentic Query Visual Pre-processing in Multimodal Retrieval-augmented Generation. - Jiankun Zhang 001; Shenglai Zeng; Kai Guo 003; Xinnan Dai; Hui Liu 031; Jiliang Tang; Yi Chang 001 (CoRR, 2026)

Paper2Data: Large-Scale LLM Extraction and Metadata Structuring of Global Urban Data from Scientific Literature. - Runwen You; Tong Xia; Jingzhi Wang; Jiankun Zhang 001; Tengyao Tu; Jinghua Piao; Yi Chang 001; Yong Li 008 (CoRR, 2026)

Simply Stabilizing the Loop via Fully Looped Transformer. - Rao Fu; Zixuan Yang; Jiankun Zhang 001; Jing Ma 004; Hechang Chen; Yu Li 022; Yi Chang 001 (CoRR, 2026)