| 2026 | ACL | OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning. | Sheng Chen, Tang Zhe, Weixing Zhang, Fei Yang, Yuanyuan Wang, Tianlin Li, Yang Liu |
| 2025 | CIKM | See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. | Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng |
| 2025 | CIKM | Twin-Flow Generative Ranking Network for Recommendation. | Hao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang, Lei Wang, Jinpeng Wang, Zeshun Li, Sheng Chen |
| 2025 | EMNLP | CoTD-PO: Chain-of-Thought Distillation with Preference Optimization. | Lujie Niu, Haochen Sun, Fangkun Zhao, Sheng Chen, Zimeng Bai, Jiawei Zhang, Caixia Yuan, Xiaojie Wang |
| 2025 | EuroSys | Fork: A Dual Congestion Control Loop for Small and Large Flows in Datacenters. | Yuan Liu, Wenxin Li, Yulong Li, Lide Suo, Xuan Gao, Xin Xie, Sheng Chen, Ziqi Fan, Wenyu Qu, Guyue Liu |
| 2025 | GLOBECOM | Ultra-Fast and Energy-Efficient Channel Estimation for Massive MIMO-OFDM Systems with Memristor Crossbar Based In-Memory Computing. | Yi-Hang Ren, Shaoshi Yang, Zi-Hao Xiong, Yu-Xin Zhang, Jia-Hui Bi, Sheng Chen |
| 2025 | GLOBECOM | High-Performance Low-Complexity Multi-Sensing-Parameter Association in Perceptive Mobile Networks. | Hou-Yu Zhai, Shaoshi Yang, Xiao-Yang Wang, Jing-Sheng Tan, Yu-Song Luo, Sheng Chen |
| 2025 | HPCC | SmartCache: Two-Dimensional KV-Cache Similarity for Efficient Long-Context LLM Decoding. | Chen Shen, Hao Chen, Kaining Hui, Zhixin Zhao, Yang Cheng, Yitao Hu, Sheng Chen, Xiulong Liu, Keqiu Li |
| 2025 | HPCC | SuperSpec: Enhanced Verification and Sampling for End-to-End LLM Speculative Decoding. | Chen Shen, Rui Guo, Yang Cheng, Yang Lin, Zhixin Zhao, Yitao Hu, Sheng Chen, Xiulong Liu, Keqiu Li |
| 2025 | ICASSP | MS-UFAD: A Large-Scale Dataset for Real-world Unified Face Attack Detection with Text Descriptions. | Ning Jiang, Dingheng Zeng, Liang Gao, Sheng Chen, Zhifei Kong, Yanhong Liu, Jiao Li, Yue Feng, Tongtong Yuan, Weihong Deng, Quan Lu, Ying Li |
| 2025 | ICIG | Leveraging a Dual-Learning Methodology Based on Degradation Modeling and Fractional Fourier Image Transformer for Light Field Image Super-Resolution. | Haiyang Liu, Jian Ma, Sheng Chen, Dong Liang, Linsheng Huang, Rui Xu |
| 2025 | ICPADS | MoEoM: Joint Compute and Memory-Aware Balancing for Fast MoE Inference. | Ziqi Gong, Yitao Hu, Sheng Chen, Wenxin Li, Keqiu Li |
| 2025 | INFOCOM | Lark: A Buffer-aware Building Block for Programmable Packet Scheduling in Datacenters. | Song Zhang, Wenxin Li, Yulong Li, Yuan Liu, Lide Suo, Sheng Chen, Yitao Hu, Laiping Zhao, Keqiu Li |
| 2025 | IWQoS | EVQ: Enabling Verifiable Blockchain Keyword Query in Federated-Storage Edge Computing. | Baochao Chen, Xiulong Liu, Hao Xu, Sheng Chen, Keqiu Li |
| 2025 | SC | Million-Atom Ab Initio Electron Dynamics: Discontinuous Galerkin Real-Time Time-Dependent Density Functional Theory. | Junwei Feng, Junshi Chen, Xiangyu Zhang, Junhui Liu, Xinming Qin, Lingyun Wan, Sheng Chen, Wentiao Wu, Bingkun Hou, Yexuan Lin, Yihong Zhang, Zechuan Zhang, Yijun Hu, Weile Jia, Hong An, Jinlong Yang, Wei Hu |
| 2024 | ASPLOS | FUYAO: DPU-enabled Direct Data Transfer for Serverless Computing. | Guowei Liu, Laiping Zhao, Yiming Li, Zhaolin Duan, Sheng Chen, Yitao Hu, Zhiyuan Su, Wenyu Qu |
| 2024 | CIKM | EXIT: An EXplicit Interest Transfer Framework for Cross-Domain Recommendation. | Lei Huang, Weitao Li, Chenrui Zhang, Jinpeng Wang, Xianchun Yi, Sheng Chen |
| 2024 | CIKM | Sequence-level Semantic Representation Fusion for Recommender Systems. | Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Daoyuan Wang, Hongyu Wang, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao |
| 2024 | ECOOP | Learning Gradual Typing Performance. | Mohammad Wahiduzzaman Khan, Sheng Chen, Yi He |
| 2024 | ECOOP | Formalizing, Mechanizing, and Verifying Class-Based Refinement Types. | Ke Sun, Di Wang, Sheng Chen, Meng Wang, Dan Hao |
| 2024 | GLOBECOM | In-Memory Massive MIMO Linear Detector Circuit with Extremely High Energy Efficiency and Strong Memristive Conductance Deviation Robustness. | Jia-Hui Bi, Shaoshi Yang, Ping Zhang, Sheng Chen |
| 2024 | GLOBECOM | Amplifier-Enhanced Memristive Massive MIMO Linear Detector Circuit: An Ultra-Energy-Efficient and Robust-to-Conductance-Error Design. | Jia-Hui Bi, Shaoshi Yang, Ping Zhang, Sheng Chen |
| 2024 | GLOBECOM | Outage Probability Analysis of Uplink Heterogeneous Non-terrestrial Networks: A Novel Stochastic Geometry Model. | Wen-Yu Dong, Shaoshi Yang, Wei Lin, Wei Zhao, Jia-Xing Gui, Sheng Chen |
| 2024 | GLOBECOM | Stochastic Geometry Based Performance Analysis of Terrestrial-to-Aerial Networks for Nomadic Communications. | Wen-Yu Dong, Shaoshi Yang, Wei Lin, Wei Zhao, Jia-Xing Gui, Ping Zhang, Sheng Chen |
| 2024 | ICONIP | Enhancing Angular Resolution via Directionality Encoding and Geometric Constraints in Brain Diffusion Tensor Imaging. | Sheng Chen, Zihao Tang, Mariano Cabezas, Xinyi Wang, Arkiev D'Souza, Michael Barnett, Fernando Calamante, Weidong Cai, Chenyu Wang |
| 2024 | Mobisys | Enabling 6D Pose Tracking on Your Acoustic Devices. | Yuanyuan Wu, Sheng Chen, Xuanqi Meng, Xinyu Tong, Xiulong Liu, Xin Xie, Wenyu Qu |
| 2024 | RecSys | Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation. | Lanling Xu, Zihan Lin, Jinpeng Wang, Sheng Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2024 | WCNC | Cross-Domain Multicarrier Waveform Design for Integrated Sensing and Communication. | Fan Zhang, Tianqi Mao, Ruiqi Liu, Zhu Han, Octavia A. Dobre, Sheng Chen, Zhaocheng Wang |
| 2024 | SC | Enabling 13K-Atom Excited-State GW Calculations via Low-Rank Approximations and HPC on the New Sunway Supercomputer. | Wentiao Wu, Zhengbang Zhou, Qingcai Jiang, Junwei Feng, Xinming Qin, Huanhuan Ma, Zhenwei Cao, Junshi Chen, Sheng Chen, Xinyong Meng, Bingkun Hou, Yuanfan Xiong, Linhao Wang, Yixuan Sun, Hong An, Jinlong Yang, Wei Hu |
| 2024 | WSDM | CausalMMM: Learning Causal Structure for Marketing Mix Modeling. | Chang Gong, Di Yao, Lei Zhang, Sheng Chen, Wenbin Li, Yueyang Su, Jingping Bi |
| 2024 | TASE | Gradual Typing Performance, Micro Configurations and Macro Perspectives. | Mohammad Wahiduzzaman Khan, Sheng Chen |
| 2023 | APLAS | What Types Are Needed for Typing Dynamic Objects? A Python-Based Empirical Study. | Ke Sun, Sheng Chen, Meng Wang, Dan Hao |
| 2023 | APNOMS | Metalens: Federated Meta-Learning Ensemble Using Flexible Classifiers on Non-IID Data. | Ming-Hsuan Tsai, Wei-Sheng Syu, Te-Chuan Chiu, Sheng Chen, Chia-Che Sa, Yuan-Yao Shih, Ai-Chun Pang |
| 2023 | CIKM | SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search. | Wen Zan, Yaopeng Han, Xiaotian Jiang, Yao Xiao, Yang Yang, Dayao Chen, Sheng Chen |
| 2023 | CSCWD | vHSFC: Generic and Agile Verification of Service Function Chain with parallel VNFs. | Sheng Chen, Jinxi Li, Baochao Chen, Deke Guo, Keqiu Li |
| 2023 | ICA3PP | Generative Adversarial Network Based Asymmetric Deep Cross-Modal Unsupervised Hashing. | Yuan Cao, Yaru Gao, Na Chen, Jiacheng Lin, Sheng Chen |
| 2023 | ICA3PP | Deep Hash Learning of Feature-Invariant Representation for Single-Label and Multi-label Retrieval. | Yuan Cao, Xinzheng Shang, Junwei Liu, Chengzhi Qian, Sheng Chen |
| 2023 | ICA3PP | A Game Theory Based Task Offloading Scheme for Maximizing Social Welfare in Edge Computing. | Sheng Chen, Yang Liu, Baochao Chen, Tu Hong, Renrui Tan, Xiaoyi Tao |
| 2023 | ICPADS | Efficient Storage and Retrieval of Similar Data in Edge Computing Systems. | Yuanfeng Liu, Junjie Xie, Hanlong Liao, Sheng Chen, Xiulong Liu, Deke Guo |
| 2023 | ICPADS | MiddleCache: Accelerating TCP based In-memory Key-value Stores using eBPF. | Yiren Pang, Sheng Chen, Wenxin Li, Hao Liu, Yulong Li, Xin He, Song Zhang, Zewei Guan, Lide Suo, Yuan Liu |
| 2023 | SIGIR | Unsupervised Readability Assessment via Learning from Weak Readability Signals. | Yuliang Liu, Zhiwei Jiang, Yafeng Yin, Cong Wang, Sheng Chen, Zhaoling Chen, Qing Gu |
| 2022 | CIKM | Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction. | Yue Cao, Xiaojiang Zhou, Jiaqi Feng, Peihao Huang, Yao Xiao, Dayao Chen, Sheng Chen |
| 2022 | FLOPS | Improving Type Error Reporting for Type Classes. | Sheng Chen, Md. Rabib Noor |
| 2022 | IGARSS | A Deep Learning Weather Model for Precipitation Nowcasting over China. | Sheng Chen, Qiqiao Huang, Jinkai Tan, Junjun Hu, Jing Tang |
| 2022 | KDD | AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System. | Xiang Li, Xiaojiang Zhou, Yao Xiao, Peihao Huang, Dayao Chen, Sheng Chen, Yunsen Xian |
| 2022 | KDD | CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution. | Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi |
| 2021 | AAAI | Online Learning in Variable Feature Spaces under Incomplete Supervision. | Yi He, Xu Yuan, Sheng Chen, Xindong Wu |
| 2021 | AMIA | Digital Mental Health Priorities of People Affected by Mental Health Problems: A Pan-Canadian Survey. | Nelson Shen, Iman Kassam, Navi Boparai, Sheng Chen, Clement Ma, Wei Wang, Damian Jankowicz, Gillian Strudwick |
| 2021 | ICASSP | Environment-Independent Wi-Fi Human Activity Recognition with Adversarial Network. | Zhengyang Wang, Sheng Chen, Wei Yang, Yang Xu |
| 2021 | ICCCN | Localization of Tagged Objects on Shelf via a Portable Camera-augmented RFID Reader. | Yazhe Tian, Sheng Chen, Jiuwu Zhang, Zijuan Liu, Xiulong Liu, Keqiu Li |
| 2021 | ICCCN | Anomaly Detection of Network Streams via Dense Subgraph Discovery. | Hao Yan, Qianzhen Zhang, Deming Mao, Ziyue Lu, Deke Guo, Sheng Chen |
| 2021 | ICPADS | An Intelligent Game Theory Framework for Detecting Advanced Persistent Threats. | Hao Yan, Qianzhen Zhang, Junjie Xie, Ziyue Lu, Sheng Chen, Deke Guo |
| 2021 | IJCAI | MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks. | Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang |
| 2021 | ICRA | Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG. | Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou |
| 2021 | INFOCOM | SILoc: A Speed Inconsistency-Immune Approach to Mobile RFID Robot Localization. | Jiuwu Zhang, Xiulong Liu, Tao Gu, Xinyu Tong, Sheng Chen, Keqiu Li |
| 2021 | IWQoS | Joint Service Placement for Maximizing the Social Welfare in Edge Federation. | Sheng Chen, Baochao Chen, Junjie Xie, Xiulong Liu, Deke Guo, Keqiu Li |
| 2021 | WWW | Unsupervised Lifelong Learning with Curricula. | Yi He, Sheng Chen, Baijun Wu, Xu Yuan, Xindong Wu |
| 2020 | HPCC | AI-Aided Game: Enhancing the Defense Performance of Scale-Free Network via Deep Reinforcement Learning. | Ziyue Lu, Guoming Tang, Baochao Chen, Bangbang Ren, Sheng Chen, Deke Guo |
| 2020 | ICASSP | Private FL-GAN: Differential Privacy Synthetic Data Generation Based on Federated Learning. | Bangzhou Xin, Wei Yang, Yangyang Geng, Sheng Chen, Shaowei Wang, Liusheng Huang |
| 2020 | ICPADS | Load Balance Awared Data Sharing Systems In Heterogeneous Edge Environment. | Sheng Chen, Zheng Chen, Siyuan Gu, Baochao Chen, Junjie Xie, Deke Guo |
| 2020 | INFOCOM | Efficient Coflow Transmission for Distributed Stream Processing. | Wenxin Li, Xu Yuan, Wenyu Qu, Heng Qi, Xiaobo Zhou, Sheng Chen, Renhai Xu |
| 2020 | SDM | Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs. | Yi He, Sheng Chen, Thu Nguyen, Bruce A. Wade, Xindong Wu |
| 2019 | GLOBECOM | Early-Late Protocol for Coordinated Beam Scheduling in mmWave Cellular Networks. | Ziyuan Sha, Zhaocheng Wang, Sheng Chen, Lajos Hanzo |
| 2019 | ICIG | Enhanced Video Segmentation with Object Tracking. | Zheran Hong, Sheng Chen, Zhentao Tan, Qiankun Liu, Bin Liu, Nenghai Yu |
| 2019 | ICNC | A High-Dimensional and Multi-granularity Feature Selection Method Based on CNN and RF. | Yinghong Sun, Lei Liu, Sheng Chen, Liangwen Hou |
| 2019 | IJCAI | Online Learning from Capricious Data Streams: A Generative Approach. | Yi He, Baijun Wu, Di Wu, Ege Beyazit, Sheng Chen, Xindong Wu |
| 2019 | IJCNN | A Multiple Local Model Learning for Nonlinear and Time-Varying Microwave Heating Process. | Tong Liu, Shan Liang, Sheng Chen, Chris J. Harris |
| 2019 | VCIP | A Progressive Network Based on Residual Multi-scale Aggregation for Image Super-Resolution. | Anqi Liu, Sumei Li, Sheng Chen |
| 2019 | TASE | Efficient Counter-factual Type Error Debugging. | Sheng Chen, Baijun Wu |
| 2018 | AISTATS | Sparse Linear Isotonic Models. | Sheng Chen, Arindam Banerjee |
| 2018 | GLOBECOM | Inferring Remote Channel State Information: Cramr-Rae Lower Bound and Deep Learning Implementation. | Zhiyuan Jiang, Ziyan He, Sheng Chen, Andreas F. Molisch, Sheng Zhou, Zhisheng Niu |
| 2018 | ICICS | PP-MCSA: Privacy Preserving Multi-channel Double Spectrum Auction. | Zhili Chen, Sheng Chen, Hong Zhong, Lin Chen, Miaomiao Tian |
| 2018 | ICONIP | Adaptive Modeling and Control of an Upper-Limb Rehabilitation Robot Using RBF Neural Networks. | Liang Peng, Chen Wang, Lincong Luo, Sheng Chen, Zeng-Guang Hou, Weiqun Wang |
| 2018 | ICONIP | Experimental Validation of Minimum-Jerk Principle in Physical Human-Robot Interaction. | Chen Wang, Liang Peng, Zeng-Guang Hou, Lincong Luo, Sheng Chen, Weiqun Wang |
| 2018 | IJCNN | Automatic Guidewire Tip Segmentation in 2D X-ray Fluoroscopy Using Convolution Neural Networks. | Yu-Dong Wu, Xiaoliang Xie, Gui-Bin Bian, Zeng-Guang Hou, Xiao-Ran Cheng, Sheng Chen, Shi-Qi Liu, Qiao-Li Wang |
| 2018 | IPCCC | How to Set Timeout: Achieving Adaptive Load Balance in Asymmetric Topology Based on Flowlet Switching. | Zhiqiang Guo, Xiaodong Dong, Sheng Chen, Xiaobo Zhou, Keqiu Li |
| 2018 | UAI | Stable Gradient Descent. | Yingxue Zhou, Sheng Chen, Arindam Banerjee |
| 2017 | GLOBECOM | Remote Channel Inference for Beamforming in Ultra-Dense Hyper-Cellular Network. | Sheng Chen, Zhiyuan Jiang, Jingchu Liu, Rath Vannithamby, Sheng Zhou, Zhisheng Niu, Ye Wu |
| 2017 | ICML | Robust Structured Estimation with Single-Index Models. | Sheng Chen, Arindam Banerjee |
| 2017 | IGARSS | Comparison of extreme precipitation estimation from GPM dual-frequency radar and ground-based radar network in Southern China. | Asi Zhang, Sheng Chen, Shaojia Fan |
| 2017 | IJCNN | Deep learning based nonlinear principal component analysis for industrial process fault detection. | Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris |
| 2017 | IGARSS | High resolution quantitative precipitation estimation derived from measurement of S-band dual-polarization radar network over southern China. | Sheng Chen, Haonan Chen, V. Chandrasekar, Junjun Hu, Asi Zhang, Wenping Yuan |
| 2017 | IGARSS | Sub-pixel precipitation nowcasting over Guangdong Province using optical flow algorithm. | Ling Li, Sheng Chen, Xiong-Fa Mai |
| 2017 | MMM | A Structural Coupled-Layer Tracking Method Based on Correlation Filters. | Sheng Chen, Bin Liu, Chang Wen Chen |
| 2016 | ECOOP | A Calculus for Variational Programming. | Sheng Chen, Martin Erwig, Eric Walkingshaw |
| 2016 | GLOBECOM | Spatial Popularity and Similarity of Watching Videos in a Large City. | Huan Yan, Jiaqiang Liu, Yong Li, Depeng Jin, Sheng Chen |
| 2016 | IJCNN | Complex-valued B-spline neural network and its application to iterative frequency-domain decision feedback equalization for Hammerstein communication systems. | Sheng Chen, Xia Hong, Emad Khalaf, Fuad E. Alsaadi, Chris J. Harris |
| 2016 | IJCNN | Application of Deep Belief Networks for opcode based malware detection. | Yuxin Ding, Sheng Chen, Jun Xu |
| 2016 | MASS | Measurement-Driven Capability Modeling for Mobile Network in Large-Scale Urban Environment. | Jingtao Ding, Xihui Liu, Yong Li, Di Wu, Depeng Jin, Sheng Chen |
| 2016 | POPL | Principal type inference for GADTs. | Sheng Chen, Martin Erwig |
| 2016 | TrustCom | Scheduling Dependent Coflows with Guaranteed Job Completion Time. | Yang Liu, Wenxin Li, Keqiu Li, Heng Qi, Xiaoyi Tao, Sheng Chen |
| 2016 | SNPD | An improved unsharp masking model for intensive care unit chest radiograph enhancement. | Sikai Zhong, Sheng Chen |
| 2015 | AISTATS | One-bit Compressed Sensing with the k-Support Norm. | Sheng Chen, Arindam Banerjee |
| 2015 | COLT | Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs. | Arindam Banerjee, Sheng Chen, Vidyashankar Sivakumar |
| 2015 | CVPR | Person count localization in videos from noisy foreground and detections. | Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2014 | CVPR | Multi-object Tracking via Constrained Sequential Labeling. | Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2014 | FLOPS | Guided Type Debugging. | Sheng Chen, Martin Erwig |
| 2014 | ICFP | Type-based parametric analysis of program families. | Sheng Chen, Martin Erwig |
| 2014 | IJCNN | On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2014 | IJCNN | B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels. | Xia Hong, Sheng Chen, Chris J. Harris |
| 2014 | PEPM | Early detection of type errors in C++ templates. | Sheng Chen, Martin Erwig |
| 2014 | POPL | Counter-factual typing for debugging type errors. | Sheng Chen, Martin Erwig |
| 2014 | WACV | Play type recognition in real-world football video. | Sheng Chen, Zhongyuan Feng, Qingkai Lu, Behrooz Mahasseni, Trevor Fiez, Alan Fern, Sinisa Todorovic |
| 2013 | CEC | Particle swarm optimization with thresheld convergence. | Sheng Chen, James Montgomery |
| 2013 | CEC | Minimum population search - Lessons from building a heuristic technique with two population members. | Antonio Boluf Rhler, Sheng Chen |
| 2013 | CEC | Differential evolution with thresheld convergence. | Antonio Boluf Rhler, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Sheng Chen, James Montgomery |
| 2013 | CEC | Benchmarking capabilities of evolutionary algorithms in joint channel estimation and turbo multi-user detection/decoding. | Jiankang Zhang, Sheng Chen, Xiaomin Mu, Lajos Hanzo |
| 2013 | GPCE | An abstract representation of variational graphs. | Martin Erwig, Eric Walkingshaw, Sheng Chen |
| 2013 | IAAI | Detecting the Moment of Snap in Real-World Football Videos. | Behrooz Mahasseni, Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2013 | VTC | A Reduced-Complexity Detector for OFDMA/SC-FDMA-Aided Space-Time Shift Keying. | Mohammad Ismat Kadir, Sheng Chen, Lajos Hanzo |
| 2013 | WCNC | MC-CDMA aided multi-user space-time shift keying in wideband channels. | Mohammad Ismat Kadir, Shinya Sugiura, Sheng Chen, Lajos Hanzo |
| 2013 | WCNC | Near-capacity joint channel estimation and three-stage turbo detection for MIMO systems. | Peichang Zhang, Sheng Chen, Lajos Hanzo |
| 2012 | ICFP | An error-tolerant type system for variational lambda calculus. | Sheng Chen, Martin Erwig, Eric Walkingshaw |
| 2012 | ICPR | Bone suppression in chest radiographs by means of anatomically specific multiple massive-training ANNs. | Sheng Chen, Kenji Suzuki |
| 2012 | IJCNN | Probability density function estimation based over-sampling for imbalanced two-class problems. | Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris |
| 2012 | IJCNN | Modelling and inverting complex-valued wiener systems. | Xia Hong, Sheng Chen, Chris J. Harris |
| 2012 | Interspeech | Compensation of Intrinsic Variability with Factor Analysis Modeling for Robust Speaker Verification. | Sheng Chen, Mingxing Xu |
| 2012 | VTC | Differential Evolution Algorithm Aided Minimum Symbol Error Rate Multi-User Detection for Multi-User OFDM/SDMA Systems. | Jiankang Zhang, Sheng Chen, Xiaomin Mu, Lajos Hanzo |
| 2012 | VTC | Stochastic Optimization Assisted Joint Channel Estimation and Multi-User Detection for OFDM/SDMA. | Jiankang Zhang, Sheng Chen, Xiaomin Mu, Lajos Hanzo |
| 2012 | WCNC | Minimum bit error rate beamforming receiver for space-division multiple-access based quadrature amplitude modulation systems. | Sheng Chen, Jiankang Zhang, Xiaomin Mu, Lajos Hanzo |
| 2011 | IJCNN | On combination of SMOTE and particle swarm optimization based radial basis function classifier for imbalanced problems. | Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris |
| 2011 | IJCNN | B-spline neural network based digital baseband predistorter solution using the inverse of De Boor algorithm. | Xia Hong, Yu Gong, Sheng Chen |
| 2011 | VTC | Adaptive Semi-Blind Space-Time Equalisation for Frequency Selective Rayleigh Fading MIMO Systems. | Huiting Cheng, Sheng Chen, Yasushi Yamao |
| 2011 | VTC | Semi-Blind Adaptive Space-Time Shift Keying Systems Based on Iterative Channel Estimation and Data Detection. | Peichang Zhang, Indrakshi Dey, Shinya Sugiura, Sheng Chen |
| 2011 | SPLC | Optimizing the Product Derivation Process. | Sheng Chen, Martin Erwig |
| 2010 | CVPR | Visual tracking via weakly supervised learning from multiple imperfect oracles. | Bineng Zhong, Hongxun Yao, Sheng Chen, Rongrong Ji, Xiaotong Yuan, Shaohui Liu, Wen Gao |
| 2010 | GLOBECOM | Packet-Reliability-Based Decode-and-Forward Distributed Space-Time Shift Keying. | Shinya Sugiura, Sheng Chen, Lajos Hanzo |
| 2010 | GLOBECOM | Space-Time Shift Keying: A Unified MIMO Architecture. | Shinya Sugiura, Sheng Chen, Lajos Hanzo |
| 2010 | IJCNN | An integrated incremental self-organizing map and hierarchical neural network approach for cognitive radio learning. | Qiao Cai, Sheng Chen, Xiaochen Li, Nansai Hu, Haibo He, Yu-Dong Yao, Joseph Mitola III |
| 2010 | IJCNN | Radial basis function classifier construction using particle swarm optimisation aided orthogonal forward regression. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2010 | IJCNN | MuSeRA: Multiple Selectively Recursive Approach towards imbalanced stream data mining. | Sheng Chen, Haibo He, Kang Li, Sachi Desai |
| 2010 | IJCNN | Sparse kernel density estimation technique based on zero-norm constraint. | Xia Hong, Sheng Chen, Chris J. Harris |
| 2010 | VTC | Generalized MIMO Transmit Preprocessing Using Pilot Symbol Assisted Rateless Codes. | Nicholas Bonello, Du Yang, Sheng Chen, Lajos Hanzo |
| 2010 | VTC | A Unified MIMO Architecture Subsuming Space Shift Keying, OSTBC, BLAST and LDC. | Shinya Sugiura, Sheng Chen, Lajos Hanzo |
| 2010 | VTC | Multiple-Relay Aided Distributed Turbo Coding Assisted Differential Unitary Space-Time Spreading for Asynchronous Cooperative Networks. | Shinya Sugiura, Soon Xin Ng, Lingkun Kong, Sheng Chen, Lajos Hanzo |
| 2010 | VTC | Generalised Vector Precoding Design Based on the MBER Criterion for Multiuser Transmission. | Wang Yao, Sheng Chen, Lajos Hanzo |
| 2009 | GLOBECOM | Semi-Blind Gradient-Newton CMA and SDD Algorithm for MIMO Space-Time Equalisation. | Sheng Chen, Lajos Hanzo, Huiting Cheng |
| 2009 | IJCNN | SERA: Selectively recursive approach towards nonstationary imbalanced stream data mining. | Sheng Chen, Haibo He |
| 2009 | VTC | Pilot Symbol Assisted Coding. | Nicholas Bonello, Sheng Chen, Lajos Hanzo |
| 2009 | VTC | Reconfigurable Rateless Codes. | Nicholas Bonello, Rong Zhang, Sheng Chen, Lajos Hanzo |
| 2009 | VTC | Optimized Irregular Variable Length Coding Design for Iteratively Decoded UltraWideBand Time-Hopping Spread-Spectrum Impulse Radio. | Raja Ali Riaz, Muhammad Fasih Uddin Butt, Robert G. Maunder, Soon Xin Ng, Sheng Chen, Lajos Hanzo |
| 2009 | VTC | Near-Capacity UWB Impulse Radio Using EXIT Chart Aided Self-Concatenated Codes. | Raja Ali Riaz, Muhammad Fasih Uddin Butt, Soon Xin Ng, Sheng Chen, Lajos Hanzo |
| 2009 | VTC | Effect of Array Geometry on the Capacity of the Turbo-Coded Beamforming Aided Uplink. | Shinya Sugiura, Du Yang, Sheng Chen, Lie-Liang Yang, Lajos Hanzo |
| 2009 | VTC | Improved MMSE Vector Precoding Based on the MBER Criterion. | Wang Yao, Sheng Chen, Lajos Hanzo |
| 2008 | IJCNN | Sparse kernel density estimator using orthogonal regression based on D-Optimality experimental design. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2008 | IJCNN | Fully complex-valued radial basis function networks for orthogonal least squares regression. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2008 | IJCNN | Complex-valued symmetric radial basis function classifier for quadrature phase shift keying beamforming systems. | Sheng Chen, Chris J. Harris, Lajos Hanzo |
| 2008 | ICSOC | Batch Invocation of Web Services in BPEL Process. | Liang Bao, Ping Chen, Xiang Zhang, Sheng Chen, Shengming Hu, Yang Yang |
| 2008 | ICWS | Towards a Reversible BPEL Debugger. | Liang Bao, Sheng Chen, Xiyang Liu, Shengming Hu, Ping Chen |
| 2008 | IGARSS | Using Synthetic Variable ratio Method to Fuse Multi-source Remotely Sensed Images Based on Sensor Spectral Response. | Sheng Chen, Jiancheng Luo, Zhanfeng Shen, Geping Luo, Changming Zhu |
| 2008 | VTC | Construction of Regular Quasi-Cyclic Protograph LDPC codes based on Vandermonde Matrices. | Nicholas Bonello, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | Channel Code Division Multiple Access and its Multilevel Structured LDPC Based Instantiation. | Nicholas Bonello, Rong Zhang, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | CMA and Soft Decision-Directed Scheme for Semi-Blind Beamforming of QAM Systems. | Sheng Chen, Wang Yao, Lajos Hanzo |
| 2008 | VTC | EXIT Chart Aided Design of DS-CDMA UltraWideBand Systems Using Iterative Decoding. | Raja Ali Riaz, Mohammed El-Hajjar, Qasim Zeeshan Ahmed, Soon Xin Ng, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | Convergence Analysis of Iteratively Detected Time Hopping and DS-CDMA Ultrawide Bandwidth Systems by EXIT Charts. | Raja Ali Riaz, Mohammed El-Hajjar, Qasim Zeeshan Ahmed, Soon Xin Ng, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | Channel Coded Iterative Center-Shifting K-Best Sphere Detection for Rank-Deficient Systems. | Li Wang, Lei Xu, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | Apriori-LLR-Threshold-Assisted K-Best Sphere Detection for MIMO Channels. | Li Wang, Lei Xu, Sheng Chen, Lajos Hanzo |
| 2008 | VTC | EXIT-Chart Aided Hybrid Multiuser Detector Design for Frequency-Domain-Spread Chip-Interleaved MC-CDMA. | Lei Xu, Rong Zhang, Sheng Chen, Lajos Hanzo |
| 2008 | SMC | The Facial dynamics and the mixed pneumatic-heart compressor on the humanoid robot. | Ching-Kuo Wang, Chiu-Sung Wu, Sheng Chen |
| 2008 | WCNC | Minimum Symbol Error Rate Turbo Multiuser Beamforming Aided QAM Receiver. | Shuang Tan, Sheng Chen, Lajos Hanzo |
| 2008 | WCNC | Three-Stage Serially Concatenated Codes and Iterative Center-Shifting K-Best Sphere Detection for SDM-OFDM: An EXIT Chart Aided Perspective. | Li Wang, Lei Xu, Sheng Chen, Lajos Hanzo |
| 2007 | IJCNN | Probability Density Function Estimation Using Orthogonal Forward Regression. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2007 | IJCNN | Symmetric Kernel Detector for Multiple-Antenna Aided Beamforming Systems. | Sheng Chen, Andreas Wolfgang, Chris J. Harris, Lajos Hanzo |
| 2007 | IDEAL | Sparse Kernel Modelling: A Unified Approach. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2007 | VTC | Symmetric Radial Basis Function Assisted Space-Time Equalisation for Multiple Receive-Antenna Aided Systems. | Lajos Hanzo, Sheng Chen, Sheng Liu |
| 2007 | VTC | MBER Turbo Multiuser Beamforming Aided QPSK Receiver Design Using EXIT Chart Analysis. | Shuang Tan, Sheng Chen, Lajos Hanzo |
| 2007 | VTC | EXIT Chart Analysis of Low-Complexity Bayesian Turbo Multiuser Detection for Rank-Deficient Multiple Antenna Aided OFDM. | Lei Xu, Sheng Chen, Lajos Hanzo |
| 2006 | IJCNN | Construction of RBF Classifiers with Tunable Units using Orthogonal Forward Selection Based on Leave-One-Out Misclassification Rate. | Sheng Chen, Chris J. Harris, Xia Hong |
| 2006 | VTC | Adaptive Minimum Symbol Error Rate Beamforming Assisted Receiver for Quadrature Amplitude Modulated Systems. | Sheng Chen, H.-Q. Du, Lajos Hanzo |
| 2006 | VTC | Adaptive MBER Space-Time DFE Assisted Multiuser Detection for SDMA Systems. | Sheng Chen, Andy Livingstone, Lajos Hanzo |
| 2006 | VTC | Iterative Soft Interference Cancellation Aided Minimum Bit Error Rate Uplink Receiver Beamforming. | Shuang Tan, Lei Xu, Sheng Chen, Lajos Hanzo |
| 2006 | WCNC | Linear beamforming assisted receiver for binary phase shift keying modulation systems. | Sheng Chen, Shuang Tan, Lajos Hanzo |
| 2006 | WCNC | Reduced complexity single-carrier maximum-likelihood detection for decision feedback assisted space-time equalization. | Andreas Wolfgang, Jos Akhtman, Sheng Chen, Lajos Hanzo |
| 2006 | WCNC | Iterative minimum bit error rate multiuser detection in multiple antenna aided OFDM. | Lei Xu, Shuang Tan, Sheng Chen, Lajos Hanzo |
| 2005 | ICIAP | Segmentation in Echocardiographic Sequences Using Shape-Based Snake Model. | Sheng Chen, Xin Yang, Liping Yao, Kun Sun |
| 2005 | ICIAP | Shape Image Retrieval Using Elastic Matching Combined with Snake Model. | Sheng Chen, Xin Yang |
| 2005 | ICIAP | Total Variation-Based Speckle Reduction Using Multi-grid Algorithm for Ultrasound Images. | Sheng Chen, Xin Yang, Liping Yao, Kun Sun |
| 2005 | ICNC | A Search Algorithm for Global Optimisation. | Sheng Chen, Xunxian Wang, Chris J. Harris |
| 2004 | ICARCV | Computing a FWL stability measure for second order digital systems. | Jun Wu, Sheng Chen, Jian Chu |
| 2004 | IDEAL | Kernel Density Construction Using Orthogonal Forward Regression. | Sheng Chen, Xia Hong, Chris J. Harris |
| 2004 | IDEAL | Orthogonal Least Square with Boosting for Regression. | Sheng Chen, Xunxian Wang, David J. Brown |
| 2003 | ICASSP | Adaptive minimum bit error rate beamforming assisted receiver for wireless communications. | Sheng Chen, Lajos Hanzo, Nurul Nadia Ahmad |
| 2002 | ICASSP | Stochastic least-symbol-error-rate adaptive equalization for pulse-amplitude modulation. | Sheng Chen, Bernard Mulgrew, Lajos Hanzo |
| 2001 | ICASSP | Adaptive minimum-BER linear multiuser detection. | Sheng Chen, Ahmad K. Samingan, Bernard Mulgrew, Lajos Hanzo |
| 2000 | ICASSP | Design of the optimal separating hyperplane for the decision feedback equalizer using support vector machines. | Sheng Chen, Chris J. Harris |
| 1994 | ICASSP | Reducing the computational requirement of the orthogonal least squares algorithm. | Engsiong Chng, Sheng Chen, Bernard Mulgrew |