| 2026 | AAAI | VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning. | Siran Chen, Boyu Chen, Yuxiao Luo, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang |
| 2026 | AAAI | When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation. | Siran Chen, Boyu Chen, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang |
| 2026 | AAAI | G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation. | Boyu Chen, Siran Chen, Zhengrong Yue, Kainan Yan, Chenyun Yu, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang |
| 2026 | AAAI | First Learn, Then Review: Human-Like Continual Learning for Cross-View Geo-Localization with Limited Field of View. | Lei Cheng, Daikun Liu, Zhikun Chen, Teng Wang |
| 2026 | ACL | Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation. | Hongyang Su, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Chenyun Yu |
| 2025 | AAAI | DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. | Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo |
| 2025 | CVPR | EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation. | Daikun Liu, Lei Cheng, Teng Wang, Changyin Sun |
| 2025 | DASFAA | STPformer: Mutation-Aware Spatial-Temporal Pivotal Attention Networks for Transformer-Based Traffic Forecasting. | Hongyang Su, Chenyun Yu, Qingcai Chen, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Xiaolong Wang |
| 2025 | ICASSP | Basis Function Learning for Variable-Length and Continuous-Indexed Signals. | Siyuan Li, Lei Cheng, Feng Yin, Jianlong Li, Peter Gerstoft |
| 2025 | ICASSP | Radio Map Estimation via Latent-Domain Plug-and-Play Denoisers. | Le Xu, Lei Cheng, Junting Chen, Wenqiang Pu, Xiao Fu |
| 2025 | SIGIR | A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. | Chao Xiong, Xianwen Yu, Wei Xu, Lei Cheng, Chuan Yuan, Linjian Mo |
| 2024 | ICASSP | Bayesian Activity Detection for Massive Connectivity in Cell-Free IoT Networks. | Hao Zhang, Qingfeng Lin, Yang Li, Lei Cheng, Yik-Chung Wu |
| 2024 | ICML | Layerwise Change of Knowledge in Neural Networks. | Xu Cheng, Lei Cheng, Zhaoran Peng, Yang Xu, Tian Han, Quanshi Zhang |
| 2024 | IROS | Physically-Based Photometric Bundle Adjustment in Non-Lambertian Environments. | Lei Cheng, Junpeng Hu, Haodong Yan, Mariia Gladkova, Tianyu Huang, Yun-Hui Liu, Daniel Cremers, Haoang Li |
| 2024 | SIGIR | GATS: Generative Audience Targeting System for Online Advertising. | Cong Jiang, Zhongde Chen, Bo Zhang, Yankun Ren, Xin Dong, Lei Cheng, Xinxing Yang, Longfei Li, Jun Zhou, Linjian Mo |
| 2024 | SIGIR | Enhancing Sequential Recommenders with Augmented Knowledge from Aligned Large Language Models. | Yankun Ren, Zhongde Chen, Xinxing Yang, Longfei Li, Cong Jiang, Lei Cheng, Bo Zhang, Linjian Mo, Jun Zhou |
| 2023 | AAAI | REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation. | Caiqi Sun, Jiewei Gu, Binbin Hu, Xin Dong, Hai Li, Lei Cheng, Linjian Mo |
| 2023 | ADMA | MGCP: A Multi-View Diffusing Graphs Based Traffic Congestion Prediction for Roads Around Factory. | Wei Zhao, Yingzi Shen, Jiali Mao, Lei Cheng |
| 2023 | ICASSP | Overcoming Posterior Collapse in Variational Autoencoders Via EM-Type Training. | Ying Li, Lei Cheng, Feng Yin, Michael Minyi Zhang, Sergios Theodoridis |
| 2023 | ICASSP | Output-Dependent Gaussian Process State-Space Model. | Zhidi Lin, Lei Cheng, Feng Yin, Lexi Xu, Shuguang Cui |
| 2023 | ICDE | Tele-Knowledge Pre-training for Fault Analysis. | Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen |
| 2023 | ICDM | Enhancing Graph Collaborative Filtering via Neighborhood Structure Embedding. | Xinzhou Jin, Jintang Li, Yuanzhen Xie, Liang Chen, Beibei Kong, Lei Cheng, Bo Hu, Zang Li, Zibin Zheng |
| 2023 | ICLR | ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length. | Ruslan Khalitov, Tong Yu, Lei Cheng, Zhirong Yang |
| 2023 | SIGIR | BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction. | Yin Deng, Yingxin Chen, Xin Dong, Lingchao Pan, Hai Li, Lei Cheng, Linjian Mo |
| 2022 | CIKM | CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention. | Zhongde Chen, Ruize Wu, Cong Jiang, Honghui Li, Xin Dong, Can Long, Yong He, Lei Cheng, Linjian Mo |
| 2022 | CIKM | GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | CIKM | MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | CIKM | A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. | Hai Li, Xin Dong, Lei Cheng, Linjian Mo |
| 2022 | CVPR | Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention. | Tong Yu, Ruslan Khalitov, Lei Cheng, Zhirong Yang |
| 2022 | FUSION | Gaussian Process Regression with Grid Spectral Mixture Kernel: Distributed Learning for Multidimensional Data. | Richard Cornelius Suwandi, Zhidi Lin, Yiyong Sun, Zhiguo Wang, Lei Cheng, Feng Yin |
| 2022 | ICONIP | Deep Contrastive Multi-view Subspace Clustering. | Lei Cheng, Yongyong Chen, Zhongyun Hua |
| 2022 | WCNC | Training Time Minimization in Quantized Federated Edge Learning under Bandwidth Constraint. | Peixi Liu, Jiamo Jiang, Guangxu Zhu, Lei Cheng, Wei Jiang, Wu Luo, Ying Du, Zhiqin Wang |
| 2022 | TrustCom | Study on Gateway Station Deployment for Large Scale LEO Satellite Constellation Networks. | Lei Cheng, Shuaijun Liu, Lixaing Liu, Hailong Hu, Jingyi Chen, Xiandong Meng, Pengcheng Ding |
| 2022 | WSDM | RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. | Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu |
| 2022 | SDM | Multi-interest Sequence Modeling for Recommendation with Causal Embedding. | Caiqi Sun, Penghao Lu, Lei Cheng, Zhenfu Cao, Xiaolei Dong, Yili Tang, Jun Zhou, Linjian Mo |
| 2021 | ACL | Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation. | Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Cheng, Zhoujun Li |
| 2021 | GLOBECOM | A Bayesian Tensor Approach to Enable RIS for 6G Massive Unsourced Random Access. | Xiaodan Shao, Lei Cheng, Xiaoming Chen, Chongwen Huang, Derrick Wing Kwan Ng |
| 2021 | ICASSP | Pushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach. | Kai Li, Ying Li, Lei Cheng, Qingjiang Shi, Zhi-Quan Luo |
| 2021 | ICDM | Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference. | Le Xu, Lei Cheng, Ngai Wong, Yik-Chung Wu |
| 2021 | WCNC | Semi-Supervised Learning For Signal Recognition With Sparsity And Robust Promotion. | Yihong Dong, Xiaohan Jiang, Lei Cheng, Qingjiang Shi |
| 2021 | SIGIR | MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning. | Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo |
| 2021 | TrustCom | Privacy-Preserving Neural Architecture Search Across Federated IoT Devices. | Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang |
| 2019 | ICASSP | Massive MIMO Multicast Beamforming via Accelerated Random Coordinate Descent. | Shuai Wang, Lei Cheng, Minghua Xia, Yik-Chung Wu |
| 2019 | VTC | Hybrid Multi-Kernel Construction of Polar Codes. | Lei Cheng, Wei Zhou, Lijun Zhang |
| 2019 | VTC | Construction of Replacement Set in the GC-LDPC Codes Based on BIBDs. | Wei Zhou, Lei Cheng, Lijun Zhang |
| 2017 | ISPEC | Dual Relationship Between Impossible Differentials and Zero Correlation Linear Hulls of SIMON-Like Ciphers. | Xuan Shen, Ruilin Li, Bing Sun, Lei Cheng, Chao Li, Maodong Liao |
| 2016 | ICRA | Dynamic modeling of cable driven elongated surgical instruments for sensorless grip force estimation. | Yangming Li, Muneaki Miyasaka, Mohammad Haghighipanah, Lei Cheng, Blake Hannaford |
| 2016 | WCNC | Spectrum sharing for LTE and WiFi coexistence using decision tree and game theory. | Feng'en Cai, Yuehong Gao, Lei Cheng, Lin Sang, Dacheng Yang |
| 2015 | CRYPTO | Links Among Impossible Differential, Integral and Zero Correlation Linear Cryptanalysis. | Bing Sun, Zhiqiang Liu, Vincent Rijmen, Ruilin Li, Lei Cheng, Qingju Wang, Hoda Alkhzaimi, Chao Li |
| 2015 | GLOBECOM | Robust Tensor-Based DOA Estimation in Massive / Full-Dimension MIMO System. | Lei Cheng, Yik-Chung Wu, Lingjia Liu, Jianzhong Zhang |
| 2015 | VTC | Energy Efficient Control for Software Defined Cloud Radio Access Network Based on Small Cell. | Lei Cheng, Yuehong Gao, Jinxi Fu, Xin Zhang, Zaixue Wei, Dacheng Yang |
| 2015 | VTC | A Cooperative Resource Allocation Scheme Based on Self-Organized Network in Ultra-Dense Small Cell Deployment. | Lei Cheng, Yuehong Gao, Yuancao Li, Dacheng Yang, Xiaofeng Liu |
| 2015 | VTC | Utility-Based Flexible Resource Allocation for Integrated LTE-U and LTE Wireless Systems. | Jinxi Fu, Xin Zhang, Lei Cheng, Zhongyi Shen, Li Chen, Dacheng Yang |
| 2015 | VTC | Performance Evaluation on Cell Clustering Interference Mitigation and CoMP in Multi-Pico Network with Dynamic TDD. | Yuehong Gao, Lei Cheng, Yuancao Li, Xin Zhang, Dacheng Yang |
| 2014 | ICNC | ANN-based diagnosis of boiler four-tube leakage faults under different loads and operating modes. | Liangyu Ma, Ting Liu, Lei Cheng, Ningshu Wang |
| 2014 | ProvSec | On the Practical Security Bound of GF-NLFSR Structure with SPN Round Function. | Guangyao Zhao, Lei Cheng, Chao Li, Ruilin Li, Xuan Shen |
| 2011 | ICRA | Control of upper-limb power-assist exoskeleton based on motion intention recognition. | Weiguang Huo, Jian Huang, Yongji Wang, Jun Wu, Lei Cheng |
| 2007 | DAC | GlitchMap: An FPGA Technology Mapper for Low Power Considering Glitches. | Lei Cheng, Deming Chen, Martin D. F. Wong |
| 2007 | DAC | DDBDD: Delay-Driven BDD Synthesis for FPGAs. | Lei Cheng, Deming Chen, Martin D. F. Wong |
| 2007 | ICCAD | Timing constraint-driven technology mapping for FPGAs considering false paths and multi-clock domains. | Lei Cheng, Deming Chen, Martin D. F. Wong, Mike Hutton, Jason Govig |
| 2006 | CSCWD | Heuristic Frequency Optimizing in GSM/GPRS Networks. | Wen Ye, Lei Cheng, Hongxu Cui, Ju Bu |
| 2006 | DAC | A fast simultaneous input vector generation and gate replacement algorithm for leakage power reduction. | Lei Cheng, Liang Deng, Deming Chen, Martin D. F. Wong |
| 2005 | ASPDAC | Floorplanning for 3-D VLSI design. | Lei Cheng, Liang Deng, Martin D. F. Wong |
| 2004 | ICARCV | Communication-based multiple mobile robots rigid formation control. | Lei Cheng, Yongji Wang |
| 2004 | ICCAD | Floorplan design for multi-million gate FPGAs. | Lei Cheng, Martin D. F. Wong |
| 2004 | IGARSS | An improved fuzzy ARTMAP network and its application in wetland classification. | Min Han, Xiaoliang Tang, Lei Cheng |
| 2003 | IJCNN | Sparse linear representations for recognition. | Lei Cheng, Xiuwen Liu |
| 2003 | IJCNN | Application of four-layer neural network on information extraction. | Min Han, Lei Cheng, Hua Meng |
| 2002 | ICIP | Independent filters for texture classification. | Xu Wen Liu, Lei Cheng |
| 2002 | ICPR | A New Approach to Solving Kruppa Equations for Camera Self-Calibration. | Lei Cheng, Fuchao Wu, Zhanyi Hu, Hung-Tat Tsui |
| 2002 | SMC | Classification of aerial photograph using neural network. | Min Han, Lei Cheng, Hua Meng |