Dependable Transaction for Electronic Commerce. - Hao Wang 003; Heqing Guo; Manshan Lin; Jianfei Yin; Qi He 002; Jun Zhang 005 (ICCSA (3), 2005)

Abuse-Free Item Exchange. - Hao Wang 003; Heqing Guo; Jianfei Yin; Qi He 002; Manshan Lin; Jun Zhang 005 (ICCSA (4), 2005)

An information extraction engine for web discussion forums. - Hanny Yulius Limanto; Nguyen Ngoc Giang; Vo Tan Trung; Jun Zhang 005; Qi He 002; Quang Huy Nguyen 001 (WWW (Special interest tracks and posters), 2005)

A Model for Anticipatory Event Detection. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (ER, 2006)

Anticipatory Event Detection via Sentence Classification. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (SMC, 2006)

A new dependable exchange protocol. - Hao Wang 003; Heqing Guo; Manshan Lin; Jianfei Yin; Qi He 002; Jun Zhang 005 (Comput. Commun., 2006)

Using Burstiness to Improve Clustering of Topics in News Streams. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (ICDM, 2007)

Anticipatory Event Detection for Bursty Events. - Kuiyu Chang; Qi He 002; Ridzwan Aminuddin; Ridzwan Suri; Ee-Peng Lim (PAISI, 2007)

Modeling Anticipatory Event Transitions. - Ridzwan Aminuddin; Ridzwan Suri; Kuiyu Chang; Zaki Zainudin; Qi He 002; Ee-Peng Lim (PAKDD, 2007)

Bursty Feature Representation for Clustering Text Streams. - Qi He 002; Kuiyu Chang; Ee-Peng Lim; Jun Zhang 005 (SDM, 2007)

Analyzing feature trajectories for event detection. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (SIGIR, 2007)

Anticipatory event detection via classification. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (Inf. Syst. E Bus. Manag., 2007)

Context-aware query suggestion by mining click-through and session data. - Huanhuan Cao; Daxin Jiang; Jian Pei 001; Qi He 002; Zhen Liao; Enhong Chen; Hang Li 001 (KDD, 2008)

Modeling Anticipatory Event Transitions. - Qi He 002; Kuiyu Chang; Ee-Peng Lim (Intelligence and Security Informatics, 2008)

Detecting topic evolution in scientific literature: how can citations help? - Qi He 002; Bi Chen; Jian Pei 001; Baojun Qiu; Prasenjit Mitra; C. Lee Giles (CIKM, 2009)

Web Query Recommendation via Sequential Query Prediction. - Qi He 002; Daxin Jiang; Zhen Liao; Steven C. H. Hoi; Kuiyu Chang; Ee-Peng Lim; Hang Li 001 (ICDE, 2009)

Topical analysis of text streams - Qi He 002 (2009)

Boosting social network connectivity with link revival. - Yuan Tian 019; Qi He 002; Qiankun Zhao; Xingjie Liu; Wang-Chien Lee (CIKM, 2010)

Communication motifs: a tool to characterize social communications. - Qiankun Zhao; Yuan Tian 019; Qi He 002; Nuria Oliver; Ruoming Jin; Wang-Chien Lee (CIKM, 2010)

What Do People Want in Microblogs? Measuring Interestingness of Hashtags in Twitter. - Jianshu Weng; Ee-Peng Lim; Qi He 002; Cane Wing-ki Leung (ICDM, 2010)

TwitterRank: finding topic-sensitive influential twitterers. - Jianshu Weng; Ee-Peng Lim; Jing Jiang 001; Qi He 002 (WSDM, 2010)

Context-aware citation recommendation. - Qi He 002; Jian Pei 001; Daniel Kifer; Prasenjit Mitra; C. Lee Giles (WWW, 2010)

Keep It Simple with Time: A Reexamination of Probabilistic Topic Detection Models. - Qi He 002; Kuiyu Chang; Ee-Peng Lim; Arindam Banerjee 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Evolution of Node Behavior in Link Prediction. - Baojun Qiu; Qi He 002; John Yen (AAAI, 2011)

Citation recommendation without author supervision. - Qi He 002; Daniel Kifer; Jian Pei 001; Prasenjit Mitra; C. Lee Giles (WSDM, 2011)

A scalable approach for performing proximal search for verbose patent search queries. - Sumit Bhatia; Bin He 001; Qi He 002; W. Scott Spangler (CIKM, 2012)

Event-based social networks: linking the online and offline social worlds. - Xingjie Liu; Qi He 002; Yuanyuan Tian 001; Wang-Chien Lee; John McPherson; Jiawei Han 001 (KDD, 2012)

TwiNER: named entity recognition in targeted twitter stream. - Chenliang Li; Jianshu Weng; Qi He 002; Yuxia Yao; Anwitaman Datta; Aixin Sun; Bu-Sung Lee (SIGIR, 2012)

Prospective Client Driven Technology Recommendation. - Qi He 002; W. Scott Spangler; Bin He 001; Ying Chen 001; Linda Kato (SRII Global Conference, 2012)

Exploiting hybrid contexts for Tweet segmentation. - Chenliang Li; Aixin Sun; Jianshu Weng; Qi He 002 (SIGIR, 2013)

Distributed Graph Summarization. - Xingjie Liu; Yuanyuan Tian 001; Qi He 002; Wang-Chien Lee; John McPherson (CIKM, 2014)

Activity ranking in LinkedIn feed. - Deepak Agarwal; Bee-Chung Chen; Rupesh Gupta; Joshua Hartman; Qi He 002; Anand Iyer; Sumanth Kolar; Yiming Ma; Pannagadatta Shivaswamy; Ajit Singh; Liang Zhang 021 (KDD, 2014)

Introduction to the Special Issue on Linking Social Granularity and Functions. - Qi He 002; Juanzi Li; Rong Yan; John Yen; Haizheng Zhang (ACM Trans. Intell. Syst. Technol., 2014)

Task Trail: An Effective Segmentation of User Search Behavior. - Zhen Liao; Yang Song 008; Yalou Huang; Li-wei He; Qi He 002 (IEEE Trans. Knowl. Data Eng., 2014)

Personalizing LinkedIn Feed. - Deepak Agarwal; Bee-Chung Chen; Qi He 002; Zhenhao Hua; Guy Lebanon; Yiming Ma; Pannagadatta Shivaswamy; Hsiao-Ping Tseng; Jaewon Yang; Liang Zhang 021 (KDD, 2015)

Mining strong relevance between heterogeneous entities from unstructured biomedical data. - Ming Ji; Qi He 002; Jiawei Han 001; W. Scott Spangler (Data Min. Knowl. Discov., 2015)

Tweet Segmentation and Its Application to Named Entity Recognition. - Chenliang Li; Aixin Sun; Jianshu Weng; Qi He 002 (IEEE Trans. Knowl. Data Eng., 2015)

It takes two to tango: Exploring social tie development with both online and offline interactions. - Peifeng Yin; Qi He 002; Xingjie Liu; Wang-Chien Lee (Stat. Anal. Data Min., 2016)

NEMO: Next Career Move Prediction with Contextual Embedding. - Liangyue Li; How Jing; Hanghang Tong; Jaewon Yang; Qi He 002; Bee-Chung Chen (WWW (Companion Volume), 2017)

Representation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connections. - Baoxu Shi; Jaewon Yang; Tim Weninger; How Jing; Qi He 002 (IEEE BigData, 2019)

Social Skill Validation at LinkedIn. - Xiao Yan; Jaewon Yang; Mikhail Obukhov; Lin Zhu; Joey Bai; Shiqi Wu; Qi He 002 (KDD, 2019)

Salience and Market-aware Skill Extraction for Job Targeting. - Baoxu Shi; Jaewon Yang; Feng Guo; Qi He 002 (KDD, 2020)

Deep Job Understanding at LinkedIn. - Shan Li; Baoxu Shi; Jaewon Yang; Ji Yan; Shuai Wang; Fei Chen; Qi He 002 (SIGIR, 2020)

Learning to Ask Screening Questions for Job Postings. - Baoxu Shi; Shan Li; Jaewon Yang; Mustafa Emre Kazdagli; Qi He 002 (SIGIR, 2020)

Constructing Knowledge Graph for Social Networks in A Deep and Holistic Way. - Qi He 002; Jaewon Yang; Baoxu Shi (WWW (Companion Volume), 2020)

Contextual Skill Proficiency via Multi-task Learning at LinkedIn. - Xiao Yan; Ada Ma; Jaewon Yang; Lin Zhu; How Jing; Jacob Bollinger; Qi He 002 (CIKM, 2021)

Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks. - Minji Yoon; Théophile Gervet; Baoxu Shi; Sufeng Niu; Qi He 002; Jaewon Yang (KDD, 2021)

Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling. - Jingying Zeng; Jaewon Yang; Waleed Malik; Xiao Yan; Richard Huang; Qi He 002 (CoRR, 2023)

Exploring Query Understanding for Amazon Product Search. - Chen Luo 003; Xianfeng Tang; Hanqing Lu; Yaochen Xie; Hui Liu 003; Zhenwei Dai; Limeng Cui; Ashutosh Joshi; Sreyashi Nag; Yang Li 055; Zhen Li; Rahul Goutam; et al. (IEEE Big Data, 2024)

Turning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting. - Yan Han 001; Kaiqi Chen; Shan Li; Ji Yan; Baoxu Shi; Lei Zhang 174; Fei Chen; Jaewon Yang; Yunpeng Xu; Xiaoqiang Luo; Qi He 002; Ying Ding 001; et al. (WWW (Companion Volume), 2024)

Large Language Models for Social Networks: Applications, Challenges, and Solutions. - Jingying Zeng; Richard Huang; Waleed Malik; Langxuan Yin; Bojan Babic; Danny Shacham; Xiao Yan; Jaewon Yang; Qi He 002 (CoRR, 2024)

Divide-Verify-Refine: Aligning LLM Responses with Complex Instructions. - Xianren Zhang; Xianfeng Tang; Hui Liu 031; Zongyu Wu 001; Qi He 002; Dongwon Lee 001; Suhang Wang (CoRR, 2024)

Does your LLM truly unlearn? An embarrassingly simple approach to recover unlearned knowledge. - Zhiwei Zhang; Fali Wang; Xiaomin Li; Zongyu Wu 001; Xianfeng Tang; Hui Liu 031; Qi He 002; Wenpeng Yin 001; Suhang Wang (CoRR, 2024)

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains. - Ran Xu 002; Hui Liu 003; Sreyashi Nag; Zhenwei Dai; Yaochen Xie; Xianfeng Tang; Chen Luo 003; Yang Li 055; Joyce C. Ho; Carl Yang 001; Qi He 002 (CoRR, 2024)

A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness. - Fali Wang; Zhiwei Zhang; Xianren Zhang; Zongyu Wu 001; Tzuhao Mo; Qiuhao Lu; Wanjing Wang; Rui Li; Junjie Xu; Xianfeng Tang; Qi He 002; Yao Ma 001; et al. (CoRR, 2024)

Intention Knowledge Graph Construction for User Intention Relation Modeling. - Jiaxin Bai; Zhaobo Wang; Junfei Cheng; Dan Yu; Zerui Huang; Weiqi Wang 001; Xin Liu 039; Chen Luo 003; Qi He 002; Yanming Zhu; Bo Li 005; Yangqiu Song (CoRR, 2024)

A Survey of Calibration Process for Black-Box LLMs. - Liangru Xie; Hui Liu 003; Jingying Zeng; Xianfeng Tang; Yan Han 001; Chen Luo 003; Jing Huang; Zhen Li; Suhang Wang; Qi He 002 (CoRR, 2024)

FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently. - Zicun Cong; Baoxu Shi; Shan Li; Jaewon Yang; Qi He 002; Jian Pei 001 (IEEE Trans. Knowl. Data Eng., 2024)

Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning. - Haoyu Han 001; Yaochen Xie; Hui Liu 003; Xianfeng Tang; Sreyashi Nag; William Headden; Yang Li 055; Chen Luo 003; Shuiwang Ji; Qi He 002; Jiliang Tang (ACL (Findings), 2025)

A General Framework to Enhance Fine-tuning-based LLM Unlearning. - Jie Ren 019; Zhenwei Dai; Xianfeng Tang; Hui Liu; Jingying Zeng; Zhen Li; Rahul Goutam; Suhang Wang; Yue Xing 002; Qi He 002 (ACL (Findings), 2025)

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models. - Yingqian Cui; Pengfei He; Jingying Zeng; Hui Liu 003; Xianfeng Tang; Zhenwei Dai; Yan Han 001; Chen Luo 003; Jing Huang; Zhen Li; Suhang Wang; Yue Xing 002; et al. (ACL (Findings), 2025)

Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? - Xianren Zhang; Xianfeng Tang; Hui Liu 031; Zongyu Wu 001; Qi He 002; Dongwon Lee 001; Suhang Wang (ACL (Findings), 2025)

A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration. - Yingqian Cui; Pengfei He; Xianfeng Tang; Qi He 002; Chen Luo 003; Jiliang Tang; Yue Xing 002 (AISTATS, 2025)

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design. - Yuxuan Lu 003; Bingsheng Yao; Hansu Gu; Jing Huang; Zheshen Jessie Wang; Yang Li; Jiri Gesi; Qi He 002; Toby Jia-Jun Li; Dakuo Wang (CHI Extended Abstracts, 2025)

Catastrophic Failure of LLM Unlearning via Quantization. - Zhiwei Zhang; Fali Wang; Xiaomin Li; Zongyu Wu 001; Xianfeng Tang; Hui Liu 031; Qi He 002; Wenpeng Yin 001; Suhang Wang (ICLR, 2025)

Learning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data. - Juanhui Li; Sreyashi Nag; Hui Liu 031; Xianfeng Tang; Sheikh Muhammad Sarwar; Limeng Cui; Hansu Gu; Suhang Wang; Qi He 002; Jiliang Tang (NAACL (Findings), 2025)

SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains. - Ran Xu 002; Hui Liu 031; Sreyashi Nag; Zhenwei Dai; Yaochen Xie; Xianfeng Tang; Chen Luo 003; Yang Li 055; Joyce C. Ho; Carl Yang 001; Qi He 002 (NAACL (Long Papers), 2025)

Language Model Alignment for Conversational Shopping at Amazon. - Chen Luo 003; Dimitri Papadimitriou; Hariharan Muralidharan; Dhineshkumar Ramasubbu; Aakash Kolekar; Wenju Xu; Cong Xu; Anirudh Srinivasan; Mukesh Jain; Qi He 002 (SIGIR, 2025)

Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce. - Jingying Zeng; Zhenwei Dai; Hui Liu; Samarth Varshney; Zhiji Liu; Chen Luo 003; Zhen Li; Qi He 002; Xianfeng Tang (SIGIR, 2025)

Retrieval-Augmented Generation with Graphs (GraphRAG). - Haoyu Han 001; Yu Wang 160; Harry Shomer; Kai Guo 003; Jiayuan Ding; Yongjia Lei; Mahantesh Halappanavar; Ryan A. Rossi; Subhabrata Mukherjee; Xianfeng Tang; Qi He 002; Zhigang Hua; et al. (CoRR, 2025)

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design. - Yuxuan Lu 003; Bingsheng Yao; Hansu Gu; Jing Huang; Zheshen Jessie Wang; Laurence Li; Jiri Gesi; Qi He 002; Toby Jia-Jun Li; Dakuo Wang (CoRR, 2025)

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models. - Yingqian Cui; Pengfei He; Jingying Zeng; Hui Liu 003; Xianfeng Tang; Zhenwei Dai; Yan Han 001; Chen Luo 003; Jing Huang; Zheng Li 018; Suhang Wang; Yue Xing 002; et al. (CoRR, 2025)

A General Framework to Enhance Fine-tuning-based LLM Unlearning. - Jie Ren 019; Zhenwei Dai; Xianfeng Tang; Hui Liu 003; Jingying Zeng; Zhen Li; Rahul Goutam; Suhang Wang; Yue Xing 002; Qi He 002 (CoRR, 2025)

How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities. - Minhua Lin; Hui Liu 003; Xianfeng Tang; Jingying Zeng; Zhenwei Dai; Chen Luo 003; Zheng Li 018; Xiang Zhang 001; Qi He 002; Suhang Wang (CoRR, 2025)

Cite Before You Speak: Enhancing Context-Response Grounding in E-commerce Conversational LLM-Agents. - Jingying Zeng; Hui Liu 003; Zhenwei Dai; Xianfeng Tang; Chen Luo 003; Samarth Varshney; Zhen Li; Qi He 002 (CoRR, 2025)

Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce. - Jingying Zeng; Zhenwei Dai; Hui Liu 003; Samarth Varshney; Zhiji Liu; Chen Luo 003; Zheng Li 018; Qi He 002; Xianfeng Tang (CoRR, 2025)

Beyond Believability: Accurate Human Behavior Simulation with Fine-Tuned LLMs. - Yuxuan Lu 003; Jing Huang; Yan Han 001; Bennet Bei; Yaochen Xie; Dakuo Wang; Zheshen Jessie Wang; Qi He 002 (CoRR, 2025)

UXAgent: A System for Simulating Usability Testing of Web Design with LLM Agents. - Yuxuan Lu 003; Bingsheng Yao; Hansu Gu; Jing Huang; Jessie Wang 003; Yang Li; Jiri Gesi; Qi He 002; Toby Jia-Jun Li; Dakuo Wang (CoRR, 2025)

Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy. - Jie Ren 019; Zhenwei Dai; Xianfeng Tang; Yue Xing 002; Shenglai Zeng; Hui Liu 031; Jingying Zeng; Qiankun Peng; Samarth Varshney; Suhang Wang; Qi He 002; Charu C. Aggarwal; et al. (CoRR, 2025)

Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems. - Pengfei He; Zhenwei Dai; Xianfeng Tang; Yue Xing 002; Hui Liu 003; Jingying Zeng; Qiankun Peng; Shrivats Agrawal; Samarth Varshney; Suhang Wang; Jiliang Tang; Qi He 002 (CoRR, 2025)

Does Multimodal Large Language Model Truly Unlearn? Stealthy MLLM Unlearning Attack. - Xianren Zhang; Hui Liu 031; Delvin Ce Zhang; Xianfeng Tang; Qi He 002; Dongwon Lee 001; Suhang Wang (CoRR, 2025)

Bradley-Terry and Multi-Objective Reward Modeling Are Complementary. - Zhiwei Zhang; Hui Liu; Xiaomin Li; Zhenwei Dai; Jingying Zeng; Fali Wang; Minhua Lin; Ramraj Chandradevan; Zheng Li 018; Chen Luo 003; Xianfeng Tang; Qi He 002; et al. (CoRR, 2025)

AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks. - Fali Wang; Hui Liu 031; Zhenwei Dai; Jingying Zeng; Zhiwei Zhang; Zongyu Wu 001; Chen Luo 003; Zheng Li 018; Xianfeng Tang; Qi He 002; Suhang Wang (CoRR, 2025)