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Pengfei He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

34

Venues

16

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

34 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLA Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning.Yingqian Cui, Zhenwei Dai, Pengfei He, Bing He, Hui Liu, Zhan Shi, Xianfeng Tang, Jingying Zeng, Suhang Wang, Yue Xing, Jiliang Tang, Benoit Dumoulin
2026ACLCODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs.Pengfei He, Shaowei Wang, Tse-Hsun Chen
2026ACLSLICEFORMER: Static Program Slicing Using Language Models With Dataflow-Aware Pretraining and Constrained Decoding.Pengfei He, Shaowei Wang, Tse-Hsun Chen, Muhammad Asaduzzaman
2026ACLRetrieval Heads are Dynamic.Yuping Lin, Zitao Li, Yue Xing, Pengfei He, Yingqian Cui, Yaliang Li, Bolin Ding, Jingren Zhou, Jiliang Tang
2026ACLHow Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior.Zidi Xiong, Yuping Lin, Wenya Xie, Pengfei He, Zirui Liu, Jiliang Tang, Himabindu Lakkaraju, Zhen Xiang
2026EACLPEAR: Planner-Executor Agent Robustness Benchmark.Shen Dong, Mingxuan Zhang, Pengfei He, Li Ma, Bhavani Thuraisingham, Hui Liu, Yue Xing
2025ACLUnveiling Privacy Risks in LLM Agent Memory.Bo Wang, Weiyi He, Shenglai Zeng, Zhen Xiang, Yue Xing, Jiliang Tang, Pengfei He
2025ACLStepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models.Yingqian Cui, Pengfei He, Jingying Zeng, Hui Liu, Xianfeng Tang, Zhenwei Dai, Yan Han, Chen Luo, Jing Huang, Zhen Li, Suhang Wang, Yue Xing, Jiliang Tang, Qi He
2025ACLRed-Teaming LLM Multi-Agent Systems via Communication Attacks.Pengfei He, Yuping Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu
2025ACLTowards Context-Robust LLMs: A Gated Representation Fine-tuning Approach.Shenglai Zeng, Pengfei He, Kai Guo, Tianqi Zheng, Hanqing Lu, Yue Xing, Hui Liu
2025AISTATSA Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration.Yingqian Cui, Pengfei He, Xianfeng Tang, Qi He, Chen Luo, Jiliang Tang, Yue Xing
2025AISTATSSuperiority of Multi-Head Attention: A Theoretical Study in Shallow Transformers in In-Context Linear Regression.Yingqian Cui, Jie Ren, Pengfei He, Hui Liu, Jiliang Tang, Yue Xing
2025EMNLPAdvancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective.Pengfei He, Zitao Li, Yue Xing, Yaliang Li, Jiliang Tang, Bolin Ding
2025EMNLPCan Multiple Responses from an LLM Reveal the Sources of Its Uncertainty?Yang Nan, Pengfei He, Ravi Tandon, Han Xu
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
2025GLOBECOMNOC4SC: A Novel Paradigm of Multi-User Semantic Communication Enabled by Non-Orthogonal Codewords.Yunhao Wang, Pengfei He, Shuai Ma, Dahua Gao, Guangming Shi
2025NAACLData Poisoning for In-context Learning.Pengfei He, Han Xu, Yue Xing, Hui Liu, Makoto Yamada, Jiliang Tang
2025SANEREvaluating the Effectiveness and Efficiency of Demonstration Retrievers in RAG for Coding Tasks.Pengfei He, Shaowei Wang, Shaiful Alam Chowdhury, Tse-Hsun Chen
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
2024EMNLPTowards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis.Yuping Lin, Pengfei He, Han Xu, Yue Xing, Makoto Yamada, Hui Liu, 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
2024ICIPLSDM-PCB: A Lightweight Small Defect Detection Model for Printed Circuit Board.Qi Zeng, Chongren Zhao, Pengfei He, Hongchao Gao
2024ICLRSharpness-Aware Data Poisoning Attack.Pengfei He, Han Xu, Jie Ren, Yingqian Cui, Shenglai Zeng, Hui Liu, Charu C. Aggarwal, Jiliang Tang
2024ICRAAn Integrated Position-velocity-force Method for Safety-enhanced Shared Control in Robot-assisted Surgical Cutting.Xilin Xiao, Xiaojian Li, Yudong Shi, Jin Fang, Lin Li, Pengfei He, Hangjie Mo
2023CSCWDBAT: Mining Binary-API Topic for Multi-service Application Development.Pengfei He, Linlin Liu, Dianlong You, Limin Shen, Zhen Chen
2023ICMLProbabilistic Categorical Adversarial Attack and Adversarial Training.Han Xu, Pengfei He, Jie Ren, Yuxuan Wan, Zitao Liu, Hui Liu, Jiliang Tang
2022CIKMPROPN: Personalized Probabilistic Strategic Parameter Optimization in Recommendations.Pengfei He, Haochen Liu, Xiangyu Zhao, Hui Liu, Jiliang Tang
2022EMNLPRainier: Reinforced Knowledge Introspector for Commonsense Question Answering.Jiacheng Liu, Skyler Hallinan, Ximing Lu, Pengfei He, Sean Welleck, Hannaneh Hajishirzi, Yejin Choi
2022UICSeizing the Long Tail: Neural Complementary Recommendation for Cloud API Delivery.Pengfei He, Wenchao Qi, Xiaowei Liu, Linlin Liu, Dianlong You, Limin Shen, Zhen Chen
2019ICA3PPStable Clustering Algorithm for Routing Establishment in Vehicular Ad-Hoc Networks.Jieying Zhou, Pengfei He, Yinglin Liu, Weigang Wu
2019ICA3PPNetwork Intrusion Detection Framework Based on Embedded Tree Model.Jieying Zhou, Pengfei He, Rongfa Qiu, Weigang Wu
2017GLOBECOMCR-IIA: Collaborative Recommendation Algorithm Based on Implicit Item Associations.Pengfei He, Li Yu, Jingru Li, Chaozhun Wen
2015CECA modified Alopex-based evolutionary algorithm and its application on parameter estimation.Pengfei He, Shaojun Li