| 2026 | AAAI | Towards Multiple Missing Values-resistant Unsupervised Graph Anomaly Detection. | Jiazhen Chen, Xiuqin Liang, Sichao Fu, Zheng Ma, Weihua Ou |
| 2026 | EACL | Quantifying the Impact of Structured Output Format on Large Language Models through Causal Inference. | Han Yuan, Yue Zhao, Li Zhang, Wuqiong Luo, Zheng Ma |
| 2025 | ACL | CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era. | Kanzhi Cheng, Wenpo Song, Jiaxin Fan, Zheng Ma, Qiushi Sun, Fangzhi Xu, Chenyang Yan, Nuo Chen, Jianbing Zhang, Jiajun Chen |
| 2025 | DASFAA | Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs. | Jiazhen Chen, Sichao Fu, Zheng Ma, Mingbin Feng, Tony S. Wirjanto, Qinmu Peng |
| 2025 | IWCMC | Joint Beamforming Design for Secure ISAC Systems with Target-Mounted RIS. | Chao Zhou, Zhengquan Zhang, Xiaoxu Zhang, Nan Li, Zheng Ma, Ming Xiao |
| 2025 | PIMRC | A Double-Covertness Design for Integrated Sensing and Communication Systems. | Yi Zhou, Qiao Shi, Pingzhi Fan, Zheng Ma, Kezhi Wang, Erdal Panayirci |
| 2025 | VTC | Weighted Sum-Rate Maximization for Autonomous Transmissive RIS-Assisted mmWave High-Speed Railway Communication Using Genetic Algorithm. | Yannick Abel Talla Nana, Gang Liu, Zheng Ma |
| 2025 | VTC | UAV Detection Based on OTFS ISAC System. | Zikun Yang, Qianli Wang, Gang Liu, Zheng Ma |
| 2025 | VTC | Priority-Sorted Multi-Routing No-Wait Scheduling Algorithm for TSN Based on Train Communication Networks. | Zhao Yin, Gang Liu, LePan Tian, Zheng Ma |
| 2025 | VTC | Artificial Noise Aided UAV-ISAC System Against Malicious Radar Signal Detection and Communication Eavesdropping. | Yi Zhou, Xinyu Liu, Pingzhi Fan, Zheng Ma, Kezhi Wang, Zhicheng Dong, Erdal Panayirci |
| 2024 | AAAI | A Hierarchical Network for Multimodal Document-Level Relation Extraction. | Lingxing Kong, Jiuliang Wang, Zheng Ma, Qifeng Zhou, Jianbing Zhang, Liang He, Jiajun Chen |
| 2024 | COLING | MixRED: A Mix-lingual Relation Extraction Dataset. | Lingxing Kong, Yougang Chu, Zheng Ma, Jianbing Zhang, Liang He, Jiajun Chen |
| 2024 | EPIA | Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process. | Daniel Anthony Howard, Magnus Vrbak, Zhipeng Ma, Bo Nrregaard Jrgensen, Zheng Ma |
| 2024 | EPIA | Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering. | Zhipeng Ma, Bo Nrregaard Jrgensen, Zheng Ma |
| 2024 | GLOBECOM | Secure Communications Against Full-Duplex Active Eavesdropper With Double Cooperative RISs. | Alemayehu Kebede A, Yi Zhou, Zheng Ma |
| 2024 | ICASSP | EmoRED: A Dataset for Relation Extraction in Texts with Emoticons. | Lingxing Kong, Zheng Ma, Jianbing Zhang, Liang He, Jiajun Chen |
| 2024 | ICDM | Towards Cross-Domain Few-Shot Graph Anomaly Detection. | Jiazhen Chen, Sichao Fu, Zhibin Zhang, Zheng Ma, Mingbin Feng, Tony S. Wirjanto, Qinmu Peng |
| 2024 | ICWS | D-PoA: A Consensus Algorithm for Medical Data SharingBased on Dynamic Scoring. | Gang Wang, GuoWu Li, Zheng Ma |
| 2024 | VTC | Blockchain-Based Vehicle-to-Vehicle Energy Trading Mechanism: A Bayesian Game Approach with Mixed Pricing Strategy. | Haoxin Chang, Gang Liu, Zheng Ma, Wei Wang |
| 2024 | VTC | Rate-Splitting Multiple Access Interplaying with Active Reconfigurable Intelligent Surfaces for Railway Communications With Imperfect CSIT. | Yongbo Li, Gang Liu, Jiewen Hu, Zheng Ma |
| 2024 | VTC | Distributed Unknown Specific Emitter Identification Based on Federated Learning. | Hongyujie Xiao, Heng Liu, Yi Zhou, Liu Yang, Zheng Ma |
| 2023 | CVPR | Panoptic Video Scene Graph Generation. | Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu |
| 2023 | EPIA | Digital Twins: Benefits, Applications and Development Process. | Bo Nrregaard Jrgensen, Daniel Anthony Howard, Christian Skafte Beck Clausen, Zheng Ma |
| 2023 | EPIA | A Scoping Review of Energy Load Disaggregation. | Balzs Andrs Tolnai, Zheng Ma, Bo Nrregaard Jrgensen |
| 2023 | ICTAI | GEDI: A Graph-based End-to-end Data Imputation Framework. | Katrina Chen, Xiuqin Liang, Zheng Ma, Zhibin Zhang |
| 2023 | PIMRC | Signal-To-Noise Ratio Based Physical Layer Authentication in UAV Communications. | Yi Zhou, Zheng Ma, Heng Liu, Phee Lep Yeoh, Yonghui Li, Branka Vucetic |
| 2022 | EMNLP | Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. | Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen |
| 2022 | ESEM | MMF3: Neural Code Summarization Based on Multi-Modal Fine-Grained Feature Fusion. | Zheng Ma, Yuexiu Gao, Lei Lyu, Chen Lyu |
| 2022 | VTC | Chunked BATS Codes under Time-invariant and Time-variant Channels. | Shiheng Wang, Heng Liu, Zheng Ma, Ming Xiao |
| 2022 | VTC | Precoded Batched Sparse Codes Transmission Based on Low-Density Parity-Check Codes. | Shiheng Wang, Heng Liu, Zheng Ma, Ming Xiao |
| 2021 | WCNC | Successive Cancellation List Flipping for Short Polar Codes Based on Row Weights of Generator Matrix. | Hanchen Sun, Jingqiu Gao, Li Li, Zheng Ma, Pingzhi Fan |
| 2020 | CVPR | Inter-Region Affinity Distillation for Road Marking Segmentation. | Yuenan Hou, Zheng Ma, Chunxiao Liu, Tak-Wai Hui, Chen Change Loy |
| 2020 | DCAI | System Architecture Modelling Framework Applied to the Integration of Electric Vehicles in the Grid. | Nicolas Fatras, Zheng Ma, Bo Nrregaard Jrgensen |
| 2020 | ICML | Haar Graph Pooling. | Yuguang Wang, Ming Li, Zheng Ma, Guido Montfar, Xiaosheng Zhuang, Yanan Fan |
| 2020 | ISITA | On the Capacity of Gaussian Multiple-Access Wiretap Channels with Feedback. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | ITW | Feedback Capacity of Gaussian Multiple-Access Wiretap Channel with Degraded Message Sets. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2020 | VTC | Analysis for Rank Distribution of BATS Codes under Time-Variant Channels. | Lin Tang, Heng Liu, Liu Yang, Zheng Ma, Ming Xiao |
| 2019 | AAAI | Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks. | Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy |
| 2019 | ICCV | Learning Lightweight Lane Detection CNNs by Self Attention Distillation. | Yuenan Hou, Zheng Ma, Chunxiao Liu, Chen Change Loy |
| 2019 | ICLR | NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning. | Sirui Xie, Junning Huang, Lanxin Lei, Chunxiao Liu, Zheng Ma, Wei Zhang, Liang Lin |
| 2019 | IJCNN | Convolutional LSTM Network with Hierarchical Attention for Relation Classification in Clinical Texts. | Li Tang, Fei Teng, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li |
| 2019 | INDIN | Distributed Energy Resource Adoption for Campus Microgrid. | Zheng Ma, Magnus Vrbak, Rune Kvols Rasmussen, Bo Nrregaard Jrgensen |
| 2019 | ISIT | The Dirty Paper Wiretap Feedback Channel with or without Action on the State. | Bin Dai, Chong Li, Yingbin Liang, Zheng Ma, Shlomo Shamai Shitz |
| 2019 | ISKE | A Multi-channel Convolutional Neural Network for ICD Coding. | Jie Chen, Fei Teng, Zheng Ma, Li Chen, Lufei Huang, Xuan Li |
| 2019 | ISKE | A Sentence-RCNN embedding model for Knowledge Graph Completion. | Minbo Ma, Fei Teng, Wen Zhong, Zheng Ma |
| 2019 | KSEM | A Text Annotation Tool with Pre-annotation Based on Deep Learning. | Fei Teng, Minbo Ma, Zheng Ma, Lufei Huang, Ming Xiao, Xuan Li |
| 2019 | PIMRC | List Selection and Decision Fusion Scheme for Belief Propagation List Decoding of Polar Codes. | Zi Qi Chen, Li Li, Zheng Ma, Pingzhi Fan |
| 2019 | VTC | Generalized Interference Alignment for Multi-Cell Cooperative Transmission over Doubly Selective Channels. | Heng Liu, Jiayi Lu, Tianju Liu, Li Hao, Zheng Ma |
| 2019 | VTC | Energy Efficient Power and Subcarrier Allocation for Downlink Non-Orthogonal Multiple Access Systems. | Alemu Jorgi Muhammed, Zheng Ma, Li Li, Panagiotis D. Diamantoulakis, George K. Karagiannidis |
| 2018 | GLOBECOM | Feedback Strategies for the Broadcast Channel with Mutual Secrecy Requirement. | Bin Dai, Linman Yu, Zheng Ma |
| 2018 | GLOBECOM | Airborne Radio Access Networks with Simultaneous Lightwave Information and Power Transfer (SLIPT). | Panagiotis D. Diamantoulakis, Koralia N. Pappi, Zheng Ma, Xianfu Lei, Paschalis C. Sofotasios, George K. Karagiannidis |
| 2018 | VTC | Dynamic Virtual Resource Allocation in 5G Vehicular Communication Networks with Mixed SCMA/OFDMA. | Huifang Liu, Gang Liu, Zheng Ma, Youhua Tang, Yuan Lin |
| 2018 | WCNC | Performance analysis of mobility prediction based proactive wireless caching. | Yu Ye, Ming Xiao, Zhengquan Zhang, Zheng Ma |
| 2017 | GLOBECOM | Power Allocation for Cooperative Non-Orthogonal Multiple Access Systems. | Xianhao Chen, Gang Liu, Zheng Ma, F. Richard Yu, Zhiguo Ding |
| 2017 | ICASSP | Capacity results on the finite state Markov wiretap channel with delayed state feedback. | Bin Dai, Zheng Ma |
| 2017 | PIMRC | Time and power allocation for non-orthogonal multiple access relaying networks. | Yue Xiao, Li Hao, Zheng Ma, Zhengquan Zhang, Zequn Fang |
| 2017 | VTC | Statistical QoS Provisioning for Half/Full-Duplex Cooperative Non-Orthogonal Multiple Access. | Xianhao Chen, Gang Liu, Zheng Ma |
| 2017 | VTC | Downlink Power Allocation in SCMA with Finite-Alphabet Constraints. | Jingjing Cui, Pingzhi Fan, Xianfu Lei, Zheng Ma, Zhiguo Ding |
| 2017 | VTC | Dynamics of Communication, Caching and Computing Resource Sharing: A Game Model. | Hanwen Zhang, Gang Liu, Zheng Ma, Pingzhi Fan |
| 2016 | CogSci | Exploring the Cost Function in Color Perception and Memory: An Information-Theoretic Model of Categorical Effects in Color Matching. | Chris R. Sims, Zheng Ma, Sarah R. Allred, Rachel A. Lerch, Jonathan I. Flombaum |
| 2016 | GLOBECOM | Low Complexity Joint MPA Detection for Downlink MIMO-SCMA. | Siyang Tang, Li Hao, Zheng Ma |
| 2016 | ICIP | Figure/ground video segmentation via low-rank sparse learning. | Song Gu, Jianguo Wang, Lili Pan, Shilei Cheng, Zheng Ma, Mei Xie |
| 2016 | PRIMA | Demand Response Integration Through Agent-Based Coordination of Consumers in Virtual Power Plants. | Anders Clausen, Aisha Umair, Zheng Ma, Bo Nrregaard Jrgensen |
| 2016 | VTC | Spherical Codes for SCMA Codebook. | Jinchen Bao, Zheng Ma, Mahamuda Alhaji, Zhongliang Zhu, Dageng Chen |
| 2016 | VTC | Error Performance of Sparse Code Multiple Access Networks with Joint ML Detection. | Jinchen Bao, Zheng Ma, Ming Xiao, Zhongliang Zhu |
| 2016 | VTC | A General Framework for MIMO Uplink and Downlink Transmissions in 5G Multiple Access. | Zheng Ma, Zhiguo Ding, Pingzhi Fan, Siyang Tang |
| 2016 | VTC | An Optimized Design of Irregular SCMA Codebook Based on Rotated Angles and EXIT Chart. | Lisu Yu, Pingzhi Fan, Zheng Ma, Xianfu Lei, Dageng Chen |
| 2015 | CVPR | Small instance detection by integer programming on object density maps. | Zheng Ma, Lei Yu, Antoni B. Chan |
| 2015 | ICA3PP | An Efficient Spatial Query Processing Algorithm in Multi-sink Directional Sensor Network. | Zheng Ma, Jin Zheng, Weijia Jia, Guojun Wang |
| 2015 | IROS | Design, Simulation and Implementation of a 3-PUU Parallel Mechanism for a Macro/mini Manipulator. | Zheng Ma, Aun Neow Poo, Marcelo H. Ang Jr., Geok-Soon Hong, Feng Huo |
| 2014 | ICNC | A hierarchical particle swarm optimizer with random social cognition for large scale global optimization. | Hong-Wei Ge, Zheng Ma, Liang Sun |
| 2014 | ISITA | Achievable rate-equivocation regions for relay broadcast channels with confidential messages. | Bin Dai, Zheng Ma |
| 2014 | ITW | Feedback enhances the security of degraded broadcast channels with confidential messages and causal channel state information. | Bin Dai, Zheng Ma |
| 2013 | CVPR | Crossing the Line: Crowd Counting by Integer Programming with Local Features. | Zheng Ma, Antoni B. Chan |
| 2012 | WiMob | Impact of rateless codes on system delay and throughout for network-coded multi-source and multi-destination scenarios. | Zheng Ma, Zhiguo Ding, Pingzhi Fan |
| 2011 | TrustCom | Routing with Virtual Region Coordinates in Wireless Sensor Networks. | Zheng Ma, Weijia Jia, Guojun Wang |
| 2009 | ACCV | Hierarchical Model for Joint Detection and Tracking of Multi-target. | Jianru Xue, Zheng Ma, Nanning Zheng |
| 2009 | SMC | A Cognitive Model of Visual Path Planning in a Multi-Robot Control System. | David Reitter, Christian Lebiere, Michael Lewis, Huadong Wang, Zheng Ma |
| 2008 | ICASSP | Probabilistic Boolean Network for inferring brain connectivity using FMRI data. | Zheng Ma, Z. Jane Wang, Martin J. McKeown |
| 2008 | ICPR | Iris localization based on multi-resolution analysis. | Lili Pan, Mei Xie, Zheng Ma |
| 2006 | IWQoS | Optimal Capacity Sharing of Networks with Multiple Overlays. | Zheng Ma, Jiang Chen, Yang Richard Yang, Arvind Krishnamurthy |
| 2004 | INFOCOM | Overlay Mesh Construction Using Interleaved Spanning Trees. | Anthony Young, Jiang Chen, Zheng Ma, Arvind Krishnamurthy, Larry L. Peterson, Randy Wang |
| 2004 | NOSSDAV | Managing a portfolio of overlay paths. | Daria Antonova, Arvind Krishnamurthy, Zheng Ma, Ravi Sundaram |
| 2003 | PIMRC | On reducing the average complexity of Turbo decoding with application to W-CDMA. | Zheng Ma, Wai Ho Mow, Pingzhi Fan |