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Shenglai Zeng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

16

Venues

9

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

16 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLAttn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs.Shenglai Zeng, Tianqi Zheng, Chuan Tian, Dante Everaert, Yau-Shian Wang, Yupin Huang, Michael J. Morais, Rohit Patki, Jinjin Tian, Xinnan Dai, Kai Guo, Monica Xiao Cheng, Hui Liu
2025ACLUnveiling Privacy Risks in LLM Agent Memory.Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He
2025ACLTowards Context-Robust LLMs: A Gated Representation Fine-tuning Approach.Shenglai Zeng, Pengfei He, Kai Guo, Tianqi Zheng, Hanqing Lu, Yue Xing, Hui Liu
2025CVPRSix-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models.Jie Ren, Kangrui Chen, Yingqian Cui, Shenglai Zeng, Hui Liu, Yue Xing, Jiliang Tang, Lingjuan Lyu
2025EMNLPEmpowering GraphRAG with Knowledge Filtering and Integration.Kai Guo, Harry Shomer, Shenglai Zeng, Haoyu Han, Yu Wang, Jiliang Tang
2025EMNLPMitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data.Shenglai Zeng, Jiankun Zhang, Pengfei He, Jie Ren, Tianqi Zheng, Hanqing Lu, Han Xu, Hui Liu, Yue Xing, Jiliang Tang
2025EMNLPBeyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation.Jiankun Zhang, Shenglai Zeng, Jie Ren, Tianqi Zheng, Hui Liu, Xianfeng Tang, Hui Liu, Yi Chang
2025KDDUnveiling Mode Connectivity in Graph Neural Network.Bingheng Li, Zhikai Chen, Haoyu Han, Shenglai Zeng, Jingzhe Liu, Jiliang Tang
2025NAACLTowards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective.Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang
2024ACLExploring Memorization in Fine-tuned Language Models.Shenglai Zeng, Yaxin Li, Jie Ren, Yiding Liu, Han Xu, Pengfei He, Yue Xing, Shuaiqiang Wang, Jiliang Tang, Dawei Yin
2024ACLThe Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG).Shenglai Zeng, Jiankun Zhang, Pengfei He, Yiding Liu, Yue Xing, Han Xu, Jie Ren, Yi Chang, Shuaiqiang Wang, Dawei Yin, Jiliang Tang
2024ECCVUnveiling and Mitigating Memorization in Text-to-Image Diffusion Models Through Cross Attention.Jie Ren, Yaxin Li, Shenglai Zeng, Han Xu, Lingjuan Lyu, Yue Xing, Jiliang Tang
2024EMNLPOn the Generalization of Training-based ChatGPT Detection Methods.Han Xu, Jie Ren, Pengfei He, Shenglai Zeng, Yingqian Cui, Amy Liu, Hui Liu, Jiliang Tang
2024ICLRSharpness-Aware Data Poisoning Attack.Pengfei He, Han Xu, Jie Ren, Yingqian Cui, Shenglai Zeng, Hui Liu, Charu C. Aggarwal, Jiliang Tang
2023SDMKnowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT.Jiaqi Wang, Shenglai Zeng, Zewei Long, Yaqing Wang, Houping Xiao, Fenglong Ma
2022DASFAAHeterogeneous Federated Learning via Grouped Sequential-to-Parallel Training.Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu