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Kunpeng Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

69

Venues

16

Active years

2013–2026

Best venue rank

A*

Where they publish

Papers

69 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIEfficient Post-Training Refinement of Latent Reasoning in Large Language Models.Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu
2026EACLEnsemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks.Haowei Fu, Bo Ni, Han Xu, Kunpeng Liu, Dan Lin, Tyler Derr
2026EACLBlind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer.Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya, Xinyue Ye, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2026KDDHeterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation.Tao Zhe, Huazhen Fang, Kunpeng Liu, Qian Lou, Tamzidul Hoque, Dongjie Wang
2025AAAIRATT: A Thought Structure for Coherent and Correct LLM Reasoning.Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu
2025AAAIUncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection.Pingting Hao, Kunpeng Liu, Wanfu Gao
2025AAAIReconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection.Hanlin Pan, Kunpeng Liu, Wanfu Gao
2025ACLEntropy-based Exploration Conduction for Multi-step Reasoning.Jinghan Zhang, Xiting Wang, Fengran Mo, Yeyang Zhou, Wanfu Gao, Kunpeng Liu
2025ACLDiversity-oriented Data Augmentation with Large Language Models.Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu, Pengfei Wang, Yuanchun Zhou
2025CIKMAdaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization.Yanping Wu, Yanyong Huang, Zijun Yao, Yanjie Fu, Kunpeng Liu, Xiao Luo, Dongjie Wang
2025ICDMUnderstanding the Constraints of RAG-Based Medical LVLMs - A Case Study in Ophthalmic Report Generation.Xiaoyan Han, Jin Ma, Jinghan Zhang, Kunpeng Liu, Feng Luo
2025ICDMCLMC: Code-Level Metacognition for LLM Agents.Runyang Jian, Yujia Shang, Zunhao Zhu, Kunpeng Liu, Chongyu Bao, Xiaolan Liu
2025ICDMPrivatar: A Privacy-Preserving Framework for LLM Agents.Runyang Jian, Zunhao Zhu, Yujia Shang, Yangbo Shen, Kunpeng Liu
2025ICDMRetrieval-Augmented Feature Generation for Domain-Specific Classification.Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dakshak Keerthi Chandra, Yu-Zhong Chen, Fei Xie, Kunpeng Liu
2025IJCAILEKA: LLM-Enhanced Knowledge Augmentation.Xinhao Zhang, Jinghan Zhang, Fengran Mo, Dongjie Wang, Yanjie Fu, Kunpeng Liu
2025IJCAIDynamic and Adaptive Feature Generation with LLM.Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu
2025IJCAIGraph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method.Wanfu Gao, Jun Gao, Qingqi Han, Hanlin Pan, Kunpeng Liu
2025IJCAITwo-Stage Feature Generation with Transformer and Reinforcement Learning.Wanfu Gao, Zengyao Man, Zebin He, Yuhao Tang, Jun Gao, Kunpeng Liu
2025IJCAIDual-Agent Reinforcement Learning for Automated Feature Generation.Wanfu Gao, Zengyao Man, Hanlin Pan, Kunpeng Liu
2025IJCAINoise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning.Wanfu Gao, Hanlin Pan, Qingqi Han, Kunpeng Liu
2025KDDAI4DE: The 1st International Workshop on AI for Data Editing.Yanjie Fu, Kunpeng Liu, Dongjie Wang, Xiangliang Zhang, Khalid K. Osman, Charu Aggarwal, Suzanne M. Shontz, Huan Liu, Jian Pei
2025KDDImputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge Transfer.Runchang Liang, Qi Hao, Yue Gao, Kunpeng Liu, Lu Jiang, Pengyang Wang, Minghao Yin
2025SIGdialDistilling Empathy from Large Language Models.Henry J. Xie, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu
2024AAAIDouble-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning.Pingting Hao, Kunpeng Liu, Wanfu Gao
2024ACLPrototypical Reward Network for Data-Efficient RLHF.Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu
2024CIKMH2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction.Ran Zhang, Xuezhi Wang, Sheng Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024CIKMDCAI: The 4th International Workshop on Data-Centric AI.Yanjie Fu, Kunpeng Liu, Dongjie Wang
2024CIKMTabular Data-centric AI: Challenges, Techniques and Future Perspectives.Yanjie Fu, Dongjie Wang, Hui Xiong, Kunpeng Liu
2024DASFAAM2Mol: Multi-view Multi-granularity Molecular Representation Learning for Property Prediction.Ran Zhang, Xuezhi Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024IJCAIHierarchical Reinforcement Learning for Point of Interest Recommendation.Yanan Xiao, Lu Jiang, Kunpeng Liu, Yuanbo Xu, Pengyang Wang, Minghao Yin
2024IJCAITFWT: Tabular Feature Weighting with Transformer.Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu
2024SDMFeature Interaction Aware Automated Data Representation Transformation.Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu
2023CIKMT-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data.Weijieying Ren, Tianxiang Zhao, Wei Qin, Kunpeng Liu
2023ICDMRDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph.Shipeng Guo, Kunpeng Liu, Pengfei Wang, Weiwei Dai, Yi Du, Yuanchun Zhou, Wenjuan Cui
2023ICDMSelf-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu
2023INFOCOMDeep Reinforcement Learning-Assisted Age-optimal Transmission Policy for HARQ-aided NOMA Networks.Kunpeng Liu, Aimin Li, Shaohua Wu
2023VTCCell throughput analysis for downlink multi-user MIMO transmission with radiation pattern reconfigurable antennas.Xi Li, Chen Hu, Shijie Cai, Kunpeng Liu, Long Shen, Hongjing Xu, Qiang Li
2023WWWA Counterfactual Collaborative Session-based Recommender System.Wenzhuo Song, Shoujin Wang, Yan Wang, Kunpeng Liu, Xueyan Liu, Minghao Yin
2023SDMTraceable Automatic Feature Transformation via Cascading Actor-Critic Agents.Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2023SDMHierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
2022ICDMMitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective.Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu
2022IJCAIFeature and Instance Joint Selection: A Reinforcement Learning Perspective.Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022KDDGroup-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction.Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin
2022WWWMulti-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning.Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie
2022SDMUnifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM.Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2022SecureCommA Random Reversible Watermarking Scheme for Relational Data.Qiang Liu, Hequ Xian, Jiancheng Zhang, Kunpeng Liu
2021AAAIReinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective.Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021ICDMEfficient Reinforced Feature Selection via Early Stopping Traverse Strategy.Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
2021ICDMFair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu
2021ICDMDeep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu
2021SDMMulti-Armed Bandit Based Feature Selection.Kunpeng Liu, Haibo Huang, Wei Zhang, Ahmad Hariri, Yanjie Fu, Kien A. Hua
2021SDMEduHawkes: A Neural Hawkes Process Approach for Online Study Behavior Modeling.Lu Jiang, Pengyang Wang, Ke Cheng, Kunpeng Liu, Minghao Yin, Bo Jin, Yanjie Fu
2021SDMAutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning.Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu
2020ICDMAutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu
2020ICDMSimplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent.Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
2020IJCAIExploiting Mutual Information for Substructure-aware Graph Representation Learning.Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua
2020KDDIncremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams.Pengyang Wang, Kunpeng Liu, Lu Jiang, Xiaolin Li, Yanjie Fu
2019KDDAutomating Feature Subspace Exploration via Multi-Agent Reinforcement Learning.Kunpeng Liu, Yanjie Fu, Pengfei Wang, Le Wu, Rui Bo, Xiaolin Li
2018ICDMPrivacy-Preserving Multi-task Learning.Kunpeng Liu, Nitish M. Uplavikar, Wei Jiang, Yanjie Fu
2018SDMModeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction.Kunpeng Liu, Pengyang Wang, Jiawei Zhang, Yanjie Fu, Sajal K. Das
2016GLOBECOMEffect of Wideband Beam Squint on Codebook Design in Phased-Array Wireless Systems.Mingming Cai, Kang Gao, Ding Nie, Bertrand M. Hochwald, J. Nicholas Laneman, Huang Huang, Kunpeng Liu
2016GLOBECOMBeampattern-Based Tracking for Millimeter Wave Communication Systems.Kang Gao, Mingming Cai, Ding Nie, Bertrand M. Hochwald, J. Nicholas Laneman, Huang Huang, Kunpeng Liu
2015GLOBECOMJoint Channel Estimation and Beamforming for Millimeter Wave Cellular System.Huang Huang, Kunpeng Liu, Rong Wen, Yi Wang, Guangjian Wang
2015PIMRCSimulation study on millimeter wave 3D beamforming systems in urban outdoor multi-cell scenarios using 3D ray tracing.Miaomiao Dong, Wai-Ming Chan, Taejoon Kim, Kunpeng Liu, Huang Huang, Guangjian Wang
2015PIMRCAoD and AoA tracking with directional sounding beam design for millimeter wave MIMO systems.Qiyou Duan, Taejoon Kim, Huang Huang, Kunpeng Liu, Guangjian Wang
2015PIMRCA millimeter wave channel model with variant angles under 3GPP SCM framework.Yi Wang, Lei Huang, Zhenyu Shi, Kunpeng Liu, Xiongfei Zou
2014GLOBECOMMillimeter wave MIMO channel tracking systems.Jiguang He, Taejoon Kim, Hadi G. Ghauch, Kunpeng Liu, Guangjian Wang
2014GLOBECOMOn the 3D beamforming and proactive cell shaping with 3GPP 3D channel model.Leiming Zhang, Jianghua Liu, Kunpeng Liu, Yongxing Zhou
2013GLOBECOMGeneralized multipath load sharing using vectorized routing model.Kunpeng Liu, Bijan Jabbari, Stefano Secci