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Qi He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

116

Venues

50

Active years

1998–2026

Best venue rank

A*

Where they publish

Papers

116 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIHarnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models.Yu Fu, Haz Sameen Shahgir, Hui Liu, Xianfeng Tang, Qi He, Yue Dong
2026ACLBeyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking.Shengbo Gong, Xianfeng Tang, Qi He, Carl Yang, Wei Jin
2026ACLVeri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning.Qi He, Cheng Qian, Xiusi Chen, Bingxiang He, Yi R. Fung, Heng Ji
2026ACLCan Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?Zewen Liu, Juntong Ni, Xianfeng Tang, Max S. Y. Lau, Qi He, Wenpeng Yin, Wei Jin
2026ACLCan LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data.Yuxuan Lu, Jing Huang, Yan Han, Bingsheng Yao, Sisong Bei, Yaochen Xie, Yisi Sang, Qi He, Dakuo Wang
2026ACLGraph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations.Haitong Luo, Fali Wang, Weiyao Zhang, Xianren Zhang, Zhiwei Zhang, Tianxiang Zhao, Minhua Lin, Jiahao Zhang, Hui Liu, Xianfeng Tang, Qi He, Suhang Wang, Xuying Meng, Yujun Zhang
2026ACLSTReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning.Juntong Ni, Shiyu Wang, Qi He, Ming Jin, Wei Jin
2026KSEMSAC-SLAM: Building 3D Spatial Knowledge Bases via Surface-Aligned Consistent Mapping.Qi He, Qingfeng Li, Ziheng Xu, Chen Chen, Ningbo Gu, Feng Hong
2025ACLReasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning.Haoyu Han, Yaochen Xie, Hui Liu, Xianfeng Tang, Sreyashi Nag, William Headden, Yang Li, Chen Luo, Shuiwang Ji, Qi He, Jiliang Tang
2025ACLA General Framework to Enhance Fine-tuning-based LLM Unlearning.Jie Ren, Zhenwei Dai, Xianfeng Tang, Hui Liu, Jingying Zeng, Zhen Li, Rahul Goutam, Suhang Wang, Yue Xing, Qi He, Hui Liu
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
2025ACLEcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association.Weiqi Wang, Limeng Cui, Xin Liu, Sreyashi Nag, Wenju Xu, Chen Luo, Sheikh Muhammad Sarwar, Yang Li, Hansu Gu, Hui Liu, Changlong Yu, Jiaxin Bai, Yifan Gao, Haiyang Zhang, Qi He, Shuiwang Ji, Yangqiu Song
2025ACLDivide-Verify-Refine: Can LLMs Self-align with Complex Instructions?Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu, Qi He, Dongwon Lee, Suhang Wang
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
2025CHIUXAgent: An LLM Agent-Based Usability Testing Framework for Web Design.Yuxuan Lu, Bingsheng Yao, Hansu Gu, Jing Huang, Zheshen Jessie Wang, Yang Li, Jiri Gesi, Qi He, Toby Jia-Jun Li, Dakuo Wang
2025CIKMRetrieval-LTV: Fine-Grained Transfer Learning for Lifetime Value Estimation in Large-Scale Industrial Retrieval.Shirui Wang, Shengbin Jia, Tianyue Cao, Shuo Yang, Lei Jiang, Qi He, Lingling Yao, Yang Xiang
2025CVPRAutonomous Multimodal Reasoning via Implicit Chain-of-Vision.Yiqiao Huang, Qi He, Zhaorun Chen, Haopeng Zhang, Hanchao Yu, Zhuokai Zhao
2025EMNLPTo Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach.Yuchen Yan, Aakash Kolekar, Sahika Genc, Wenju Xu, Edward W. Huang, Anirudh Srinivasan, Mukesh Jain, Qi He, Hanghang Tong
2025EMNLPSUA: Stealthy Multimodal Large Language Model Unlearning Attack.Xianren Zhang, Hui Liu, Delvin Ce Zhang, Xianfeng Tang, Qi He, Dongwon Lee, Suhang Wang
2025ICCVDual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection.Qi He, Xiao Wu, Jun-Yan He, Shuai Li
2025ICLRMetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis.Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G. Hauptmann
2025ICLRCatastrophic Failure of LLM Unlearning via Quantization.Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang
2025ICMLRevisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness.Qi He, Peiran Yu, Ziyi Chen, Heng Huang
2025IJCNNA Quality Control Method for Ocean Data Based on Multi-time Scale Downsampling and Dynamic Threshold Strategy.Yuhui Lu, Wei Song, Qi He, Yanling Du
2025INFOCOMQLLMS: Quantization-Adaptive LLM Scheduling for Partially Informed Edge Serving Systems.Miao Hu, Qi He, Di Wu
2025KDDThe 2nd Workshop on Large Language Models for E-Commerce.Haoyu Han, Fali Wang, Chen Luo, Hui Liu, Jing Huang, Zhen Li, Zhenwei Dai, Qi He, Yiwei Sun, Dawei Yin, Suhang Wang, Jiliang Tang, Jian Pei, Xianfeng Tang
2025KDDA Survey on Small Language Models in the Era of Large Language Models: Architecture, Capabilities, and Trustworthiness.Fali Wang, Minhua Lin, Yao Ma, Hui Liu, Qi He, Xianfeng Tang, Jiliang Tang, Jian Pei, Suhang Wang
2025KSEMCoTSentry: Advanced Network Attack Detection with Chain-of-Thought Reasoning.Qi He, Congcong Zhu, Suleiman Abahussein, Minghao Wang, Minglu Zhu
2025NAACLLearning with Less: Knowledge Distillation from Large Language Models via Unlabeled Data.Juanhui Li, Sreyashi Nag, Hui Liu, Xianfeng Tang, Sheikh Muhammad Sarwar, Limeng Cui, Hansu Gu, Suhang Wang, Qi He, Jiliang Tang
2025NAACLSimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains.Ran Xu, Hui Liu, Sreyashi Nag, Zhenwei Dai, Yaochen Xie, Xianfeng Tang, Chen Luo, Yang Li, Joyce C. Ho, Carl Yang, Qi He
2025VTCJoint Method for XPIC, Equalization and IQ Imbalance Compensation in Space-Air-Ground Broadband Dual-Polarized Systems.Haoran Wang, Shili Wang, Gen Luo, Qi He, Yezhou Lu, Kai Yang
2025SIGIRLanguage Model Alignment for Conversational Shopping at Amazon.Chen Luo, Dimitri Papadimitriou, Hariharan Muralidharan, Dhineshkumar Ramasubbu, Aakash Kolekar, Wenju Xu, Cong Xu, Anirudh Srinivasan, Mukesh Jain, Qi He
2025SIGIRExamples 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, Zhen Li, Qi He, Xianfeng Tang
2025SNPDApplication and Optimization of Large Models Based on Prompt Tuning for Fact-Check-Worthiness Estimation.Yinglong Yu, Hao Shen, Zhengyi Lyu, Qi He
2024ACLYour Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection.Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
2024CIKMGameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding.Shanyang Jiang, Lan Zhang, Hui Xu, Jiahui Huang, Qi He, Xing Zhou, Lei Huang, Jie Jiang
2024GLOBECOMJoint Source-Channel Coding for Wireless Image Transmission with Regulated Autoencoder.Shuchen Han, Li Lan, Zhiping Shi, Qi He, Zhi Chen
2024KDDADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising.Ruize Wang, Hui Xu, Ying Cheng, Qi He, Xing Zhou, Rui Feng, Wei Xu, Lei Huang, Jie Jiang
2024VTCLearning of Constellation Shaping with Maximum Norms for Terahertz Communication.Bo Che, Qi He, Zun Tan, Zhi Chen
2024VTCPartial Sampling-based Semantic Communications for Internet of Things.Kaiwen Yu, Qi He, Gang Wu
2024SMCMMPGCN: Multi-hop Message Passing Graph Convolutional Network for Knowledge Graph Completion.Jian Wang, Zizhao Zhang, Qi He, You Zhou, Qi Pan
2024WWWTurning A Curse into A Blessing: Data-Aware Memory-Efficient Training of Graph Neural Networks by Dynamic Exiting.Yan Han, Kaiqi Chen, Shan Li, Ji Yan, Baoxu Shi, Lei Zhang, Fei Chen, Jaewon Yang, Yunpeng Xu, Xiaoqiang Luo, Qi He, Ying Ding, Zhangyang Wang
2024TrustComFraud Detection in Supply Chain Order Management via Kolmogorov-Arnold Networks.Haowei Huo, Ting Lv, Ningbo Zhao, Gefan Ai, Qi He, Ying Kong, Yu Zhang, Yiwei Li, Jiangyao Wei, Chen Liu, Yuan Liu, Lichuan Ma
2024TrustComFace Anti-spoofing based on Multi-modal Dual-stream Anomaly Detection.Jiuyao Jing, Yu Zheng, Qi He, Chunlei Peng
2023ICONIPTwo-Stage Attention Model to Solve Large-Scale Traveling Salesman Problems.Qi He, Feng Wang, Jingge Song
2023IECONStudying the Placement of EV Charging Stations in Parking Facilities in Cities.Jingpeng Ma, Qi He
2022GLOBECOMRobust Semantic Transmission of Images with Generative Adversarial Networks.Qi He, Haohan Yuan, Daquan Feng, Bo Che, Zhi Chen, Xiang-Gen Xia
2021CIKMContextual Skill Proficiency via Multi-task Learning at LinkedIn.Xiao Yan, Ada Ma, Jaewon Yang, Lin Zhu, How Jing, Jacob Bollinger, Qi He
2021IJCNNDetermining Wave Height from Nearshore Videos Based on Multi-level Spatiotemporal Feature Fusion.Wei Song, Qi-chao Li, Qi He, Xu Zhou, Yuanyuan Chen
2021KDDPerformance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks.Minji Yoon, Thophile Gervet, Baoxu Shi, Sufeng Niu, Qi He, Jaewon Yang
2020EMNLPEnhancing Generalization in Natural Language Inference by Syntax.Qi He, Han Wang, Yue Zhang
2020ICPRHybrid Loss with Network Trimming for Disease Recognition in Gastrointestinal Endoscopy.Qi He, Sophia Bano, Danail Stoyanov, Siyang Zuo
2020KDDSalience and Market-aware Skill Extraction for Job Targeting.Baoxu Shi, Jaewon Yang, Feng Guo, Qi He
2020WWWConstructing Knowledge Graph for Social Networks in A Deep and Holistic Way.Qi He, Jaewon Yang, Baoxu Shi
2020SIGIRDeep Job Understanding at LinkedIn.Shan Li, Baoxu Shi, Jaewon Yang, Ji Yan, Shuai Wang, Fei Chen, Qi He
2020SIGIRLearning to Ask Screening Questions for Job Postings.Baoxu Shi, Shan Li, Jaewon Yang, Mustafa Emre Kazdagli, Qi He
2019KDDSocial Skill Validation at LinkedIn.Xiao Yan, Jaewon Yang, Mikhail Obukhov, Lin Zhu, Joey Bai, Shiqi Wu, Qi He
2018ACSSCA Weighted MMSE Approach to Amorphous Cell for Mixed-ADC Distributed Massive MIMO.Jide Yuan, Qi He, Michail Matthaiou, Yuyang Wang, Tony Q. S. Quek, Shi Jin
2018ICDMA Residual Convolution Neural Network for Sea Ice Classification with Sentinel-1 SAR Imagery.Wei Song, Minghui Li, Qi He, Dongmei Huang, Cristian Perra, Antonio Liotta
2018ICIPMulti-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation.Qi He, Beiji Zou, Chengzhang Zhu, Xiyao Liu, Hongpu Fu, Lei Wang
2018IJCNNMulti-modal Remote Sensing Image Classification for Low Sample Size Data.Qi He, Yao Lee, Dongmei Huang, Shengqi He, Wei Song, Yanling Du
2018IECONNon-Smooth Control of PMSM Position Servo System Based on Model Compensation.Yilun Liu, Kai Fan, Qi He, Guangzhao Luo, Siqi Li
2018ISDACluster Center Initialization and Outlier Detection Based on Distance and Density for the K-Means Algorithm.Qi He, Zhenxiang Chen, Ke Ji, Lin Wang, Kun Ma, Chuan Zhao, Yuliang Shi
2018WiOptDistributed optimization in fog radio access networks - channel estimation and multi-user detection.Qi He, Qi Zhang, Tony Q. S. Quek, Zhi Chen, Shaoqian Li
2017WCNCRobust Optimization for Energy Efficiency in Multicast Downlink C-RAN.Jinghong Tan, Tony Q. S. Quek, Qi He
2017WWWNEMO: Next Career Move Prediction with Contextual Embedding.Liangyue Li, How Jing, Hanghang Tong, Jaewon Yang, Qi He, Bee-Chung Chen
2016APWEBScene Classification in High Resolution Remotely Sensed Images Based on PCANet.Dongmei Huang, Yanling Du, Qi He, Wei Song, Kefu Liu
2016ICASSPMultiplicative update of AR gains in codebook-driven speech enhancement.Qi He, Changchun Bao, Feng Bao
2016ICASSPAn iteratively reweighted method for recovery of block-sparse signal with unknown block partition.Qi He, Jun Fang, Zhi Chen, Shaoqian Li
2015InterspeechCodebook-based speech enhancement using Markov process and speech-presence probability.Qi He, Changchun Bao, Feng Bao
2015KDDPersonalizing LinkedIn Feed.Deepak Agarwal, Bee-Chung Chen, Qi He, Zhenhao Hua, Guy Lebanon, Yiming Ma, Pannagadatta Shivaswamy, Hsiao-Ping Tseng, Jaewon Yang, Liang Zhang
2015SIGIRContext-aware Point-of-Interest Recommendation Using Tensor Factorization with Social Regularization.Lina Yao, Quan Z. Sheng, Yongrui Qin, Xianzhi Wang, Ali Shemshadi, Qi He
2014CIKMDistributed Graph Summarization.Xingjie Liu, Yuanyuan Tian, Qi He, Wang-Chien Lee, John McPherson
2014KDDActivity ranking in LinkedIn feed.Deepak Agarwal, Bee-Chung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, Liang Zhang
2014SDMIt Takes Two to Tango: Exploring Social Tie Development with Both Online and Offline Interactions.Peifeng Yin, Qi He, Xingjie Liu, Wang-Chien Lee
2013ICASSPA randomly perturbed infomax algorithm for blind source separation.Qi He, Jack Xin
2013ICSOCDetecting Runtime Business Process Compliance with Artifact Lifecycles.Qi He
2013SIGIRExploiting hybrid contexts for Tweet segmentation.Chenliang Li, Aixin Sun, Jianshu Weng, Qi He
2012CIKMA scalable approach for performing proximal search for verbose patent search queries.Sumit Bhatia, Bin He, Qi He, W. Scott Spangler
2012KDDEvent-based social networks: linking the online and offline social worlds.Xingjie Liu, Qi He, Yuanyuan Tian, Wang-Chien Lee, John McPherson, Jiawei Han
2012SIGIRTwiNER: named entity recognition in targeted twitter stream.Chenliang Li, Jianshu Weng, Qi He, Yuxia Yao, Anwitaman Datta, Aixin Sun, Bu-Sung Lee
2011AAAIEvolution of Node Behavior in Link Prediction.Baojun Qiu, Qi He, John Yen
2011CISOptimizing for ArtiFlow and Transform ArtiFlow to ServiceFlow.Qi He, Huifang Li
2011WSDMCitation recommendation without author supervision.Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles
2010CIKMBoosting social network connectivity with link revival.Yuan Tian, Qi He, Qiankun Zhao, Xingjie Liu, Wang-Chien Lee
2010CIKMCommunication motifs: a tool to characterize social communications.Qiankun Zhao, Yuan Tian, Qi He, Nuria Oliver, Ruoming Jin, Wang-Chien Lee
2010ICDMWhat Do People Want in Microblogs? Measuring Interestingness of Hashtags in Twitter.Jianshu Weng, Ee-Peng Lim, Qi He, Cane Wing-ki Leung
2010WWWContext-aware citation recommendation.Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles
2010WSDMTwitterRank: finding topic-sensitive influential twitterers.Jianshu Weng, Ee-Peng Lim, Jing Jiang, Qi He
2009CIKMDetecting topic evolution in scientific literature: how can citations help?Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles
2009CISPreserving FDs in K-Anonymization by K-MSDs and Association Generalization.Jinling Song, Liming Huang, Qi He, Yan Gao, Xin Liu, Yuxiang Li
2009CISCharacter Mapping Cipher Index Scheme for Character Data in Outsourced Databases.Ning Wang, Wei Zhao, Ying Wang, Qi He, Guohua Liu
2009CISCreating the Cryptograph Index by Query Frequencies in DAS Models.Danfeng Zhao, Wei Zhao, Ying Wang, Feng Gao, Qi He, Guohua Liu
2009ICDEWeb Query Recommendation via Sequential Query Prediction.Qi He, Daxin Jiang, Zhen Liao, Steven C. H. Hoi, Kuiyu Chang, Ee-Peng Lim, Hang Li
2008KDDContext-aware query suggestion by mining click-through and session data.Huanhuan Cao, Daxin Jiang, Jian Pei, Qi He, Zhen Liao, Enhong Chen, Hang Li
2007ICDMUsing Burstiness to Improve Clustering of Topics in News Streams.Qi He, Kuiyu Chang, Ee-Peng Lim
2007PAKDDModeling Anticipatory Event Transitions.Ridzwan Aminuddin, Ridzwan Suri, Kuiyu Chang, Zaki Zainudin, Qi He, Ee-Peng Lim
2007SIGIRAnalyzing feature trajectories for event detection.Qi He, Kuiyu Chang, Ee-Peng Lim
2007SDMBursty Feature Representation for Clustering Text Streams.Qi He, Kuiyu Chang, Ee-Peng Lim, Jun Zhang
2006ERA Model for Anticipatory Event Detection.Qi He, Kuiyu Chang, Ee-Peng Lim
2006SMCAnticipatory Event Detection via Sentence Classification.Qi He, Kuiyu Chang, Ee-Peng Lim
2005ICCSADependable Transaction for Electronic Commerce.Hao Wang, Heqing Guo, Manshan Lin, Jianfei Yin, Qi He, Jun Zhang
2005ICCSAAbuse-Free Item Exchange.Hao Wang, Heqing Guo, Jianfei Yin, Qi He, Manshan Lin, Jun Zhang
2005WWWAn information extraction engine for web discussion forums.Hanny Yulius Limanto, Nguyen Ngoc Giang, Vo Tan Trung, Jun Zhang, Qi He, Quang Huy Nguyen
2005SIGCOMMOn the predictability of large transfer TCP throughput.Qi He, Constantinos Dovrolis, Mostafa H. Ammar
2005SIGMETRICSPrediction of TCP throughput: formula-based and history-based methods.Qi He, Constantinos Dovrolis, Mostafa H. Ammar
2004CIKMExtending and inferring functional dependencies in schema transformation.Qi He, Tok Wang Ling
2004ERResolving Schematic Discrepancy in the Integration of Entity-Relationship Schemas.Qi He, Tok Wang Ling
2004MiddlewareIQ-services: network-aware middleware for interactive large-data applications.Zhongtang Cai, Greg Eisenhauer, Qi He, Vibhore Kumar, Karsten Schwan, Matthew Wolf
2004WCNCSORI: a secure and objective reputation-based incentive scheme for ad-hoc networks.Qi He, Dapeng Wu, Pradeep K. Khosla
2003CAINEA Novel System for Publishing Relational Data in XML Based on ER-DTD Method.Guohua Liu, Qi He, Ziyang Chen, Ying Wang
2003ICCCNDynamic host-group/multidestination routing for multicast sessions.Qi He, Mostafa H. Ammar
2003MASCOTSMapping Peer Behavior to Packet-level Details: A Framework for Packet-level Simulation of Peer-to-Peer Systems.Qi He, Mostafa H. Ammar, George F. Riley, Himanshu Raj, Richard Fujimoto
2002HPDCIQ-RUDP: Coordinating Application Adaptation with Network Transport.Qi He, Karsten Schwan
2002MASCOTSExploiting the Predictability of TCP's Steady-State Behavior to Speed Up Network Simulation.Qi He, Mostafa H. Ammar, George F. Riley, Richard Fujimoto
1998ACISPA Solution to Open Standard of PKI.Qi He, Katia P. Sycara, Zhongmin Su