| 2026 | EACL | PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents. | Minjia Wang, Yunfeng Wang, Xiao Ma, Dexin Lv, Qifan Guo, Lynn Zheng, Benliang Wang, Lei Wang, Jiannan Li, Yongwei Xing, David Junzhe Xu, Zheng Sun |
| 2026 | HCI | The Impact of Icon Animation Types on Task Performance and User Experience in Cross-Domain Collaborative Design Interfaces. | Xiao Ma, Chien-Hsiung Chen |
| 2026 | ISCAS | A 32-Gb/s Adaptive DFE with Dynamic Step SSLMS Achieving 0.9 μs Convergence. | Liu Wang, Chang Liu, Zhiwei Wei, Xiao Ma, Bo Li |
| 2026 | ISCAS | A Low-Power Fractional Output Divider With Adaptive Power Control Algorithm In 28-nm CMOS. | Zhenze Yang, Chang Liu, Sheng Hu, Peipei Li, Xiao Ma, Bo Li |
| 2026 | ISIT | Random Coding Union Bound for Systematic Linear Block Codes. | Yanzhi Chen, Jifan Liang, Baodian Wei, Xiao Ma |
| 2026 | ISIT | Guessing and Checking Decoding: An Alternative Approach to Proving Coding Theorem for Random Linear Codes. | Xiao Ma, Yixin Wang, Xiangping Zheng, Qianfan Wang |
| 2026 | ISIT | Lossy Source Coding with Guessing Codeword Decoding. | Yixin Wang, Xiao Ma |
| 2026 | ISIT | FR-BCH Codes for Fine-Grained Rate Adaptation. | Qianfan Wang, Yiwen Wang, Jifan Liang, Linqi Song, Xiao Ma |
| 2026 | ISIT | Residual Sphere-Packing Bounds for Binary Linear Codes via Puncturing on Minimum-Weight Supports. | Qianfan Wang, Yiwen Wang, Linqi Song, Xiao Ma |
| 2026 | ISIT | Automorphism-Enhanced GCD Algorithm for Polar Codes. | Qianfan Wang, Xiangping Zheng, Yiwen Wang, Peihong Yuan, Linqi Song, Xiao Ma |
| 2026 | ISIT | Faster-than-Nyquist Signaling for Nonlinear SWIPT with Finite-Alphabet Inputs. | Jiayi Yang, Qianfan Wang, Shuangyang Li, Linqi Song, Xiao Ma, Giuseppe Caire |
| 2026 | ISIT | Dictionary-Pruned Multiple Matching Pursuit with Correlation Statistics for Sparse Signal Recovery. | Xinwei Zhao, Jinming Wen, Hongqi Yang, Xiao Ma, Rui Zhang |
| 2026 | IWQoS | PRO: Deterministic Load Balancing for AI Datacenter Network. | Yiran Zhang, Qingkai Meng, Yadong Liu, Xiangyu Han, Xiao Ma, Shangguang Wang |
| 2026 | WCNC | GE-Free BP-OSD for Short 5G LDPC Codes. | Qianfan Wang, Yiwen Wang, Jiayi Yang, Linqi Song, Xiao Ma |
| 2026 | WCNC | Gaussian Elimination-Free OSD via Pre-Stored Matrices. | Yiwen Wang, Qianfan Wang, Xiangping Zheng, Linqi Song, Xiao Ma |
| 2026 | WCNC | SWIPT with Probabilistic Amplitude Shaping of 5G LDPC Coded Modulation. | Jiayi Yang, Qianfan Wang, Congduan Li, Xiao Ma |
| 2026 | WWW | Bias Mitigation for Harmful Meme Detection using Front-door Adjustment. | Jiangfeng Zeng, Cheng Xiong, Xiao Ma, Jialin Qin |
| 2025 | AAAI | Mixture of Experts Based Multi-Task Supervise Learning from Crowds. | Tao Han, Huaixuan Shi, Xinyi Ding, Xiao Ma, Huamao Gu, Yili Fang |
| 2025 | CGI | Hierarchical Action Recognition: A Contrastive Video-Language Approach with Hierarchical Interactions. | Rui Zhang, Shuailong Li, Junxiao Xue, Diying Yan, Feng Lin, Qing Zhang, Xiao Ma, Xiaoran Yan |
| 2025 | EMNLP | ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments. | Dong Wang, Xinghang Li, Zhengshen Zhang, Jirong Liu, Xiao Ma, Hanbo Zhang, Tao Kong, Huaping Liu |
| 2025 | GLOBECOM | Asynchronization-Aided Ultra-Reliable Receiver for SCMA in Satellite-Terrestrial Communication. | Chunjie Li, Ke Zhang, Ye Wang, Jian Jiao, Xiao Ma, Qinyu Zhang |
| 2025 | GLOBECOM | Reduced-Complexity Guessing Codeword Decoding of BCH Codes with Most Reliable Cyclic Basis. | Yiwen Wang, Qianfan Wang, Xiangping Zheng, Linqi Song, Xiao Ma |
| 2025 | ICCV | CODA: Repurposing Continuous VAEs for Discrete Tokenization. | Zeyu Liu, Zanlin Ni, Yeguo Hua, Xin Deng, Xiao Ma, Cheng Zhong, Gao Huang |
| 2025 | ICDE | Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. | Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang |
| 2025 | ICDE | Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. | Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li, Shangguang Wang |
| 2025 | ICLR | Safety Alignment Should be Made More Than Just a Few Tokens Deep. | Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson |
| 2025 | ICRA | Effective Tuning Strategies for Generalist Robot Manipulation Policies. | Wenbo Zhang, Yang Li, Yanyuan Qiao, Siyuan Huang, Jiajun Liu, Feras Dayoub, Xiao Ma, Lingqiao Liu |
| 2025 | ICWS | Reliability-Aware Resource Allocation for Vehicular Services in Mobile Edge Computing. | Lipei Yang, Sisi Li, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang |
| 2025 | ISIT | Binary BMST Coding for Near-Lossless Compression of Q-Ary Source. | Xiao Ma, Yinchu Wang, Qianli Ma, Zhaohao Mo, Xiangping Zheng |
| 2025 | ISIT | Analysis and Design of Improved 5G LDPC Codes for Faster-Than-Nyquist Signaling. | Jiayi Yang, Qianfan Wang, Shuangyang Li, Peng Kang, Xiao Ma, Baoming Bai, Giuseppe Caire |
| 2025 | ISIT | Low-Complexity PSCL Decoding of Polar Codes. | Xinyuanmeng Yao, Xiao Ma |
| 2025 | PDCAT | Pyramid Mamba with Multi-directional Scanning for Light Field Image Super-Resolution. | Wenqi Lyu, Wei Ke, Hao Sheng, Xiao Ma |
| 2025 | PDCAT | Robust Aggregation on Federated Distillation in Adversarial Environments via Entropy and Semantic-Aware Logit Filtering. | Xiao Ma, Hong Shen, Wei Ke, Wenqi Lyu |
| 2025 | VTC | Performance Bound Analysis for Scalable UAV Video Streaming. | Weijia Han, Yujia Wang, Nan Zhao, Caifeng Qiao, Xiao Ma, Xiangren Xin |
| 2025 | WCNC | Spatially Coupled 5G LDPC Codes via Superposition. | Jiayi Yang, Qianfan Wang, Zhiyuan Tan, Congduan Li, Xiao Ma |
| 2024 | AAAI | Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis. | Tianyao He, Huabin Liu, Yuxi Li, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin |
| 2024 | AAAI | Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model. | Zhejing Hu, Yan Liu, Gong Chen, Xiao Ma, Shenghua Zhong, Qianwen Luo |
| 2024 | CHI | Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses. | Xiao Ma, Swaroop Mishra, Ariel Liu, Sophie Ying Su, Jilin Chen, Chinmay Kulkarni, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi |
| 2024 | CoRL | BiGym: A Demo-Driven Mobile Bi-Manual Manipulation Benchmark. | Nikita Chernyadev, Nicholas Backshall, Xiao Ma, Yunfan Lu, Younggyo Seo, Stephen James |
| 2024 | CVPR | Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation. | Xiao Ma, Sumit Patidar, Iain Haughton, Stephen James |
| 2024 | CVPR | A Robust Online Multi-Camera People Tracking System With Geometric Consistency and State-aware Re-ID Correction. | Zhenyu Xie, Zelin Ni, Wenjie Yang, Yuang Zhang, Yihang Chen, Yang Zhang, Xiao Ma |
| 2024 | ECCV | TimeCraft: Navigate Weakly-Supervised Temporal Grounded Video Question Answering via Bi-directional Reasoning. | Huabin Liu, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin |
| 2024 | GLOBECOM | Deciphering the Performance of Satellite UPF: Measurement and Enhancement. | Yupeng Fu, Jianing Si, Xiao Ma, Yuanzhe Li, Yiran Zhang |
| 2024 | GLOBECOM | Bidirectional Buffer-Constrained Bitrate Adaptation for Layered 360-degree Video Streaming. | Binbin Hu, Shan Zhang, Chang Feng, Zhiyuan Wang, Hongbin Luo, Xiao Ma |
| 2024 | GLOBECOM | An Efficient Ordered Likelihood Decoder for Rate-Compatible Short LDPC codes. | Chunjie Li, Ke Zhang, Ye Wang, Jian Jiao, Xiao Ma, Qinyu Zhang |
| 2024 | GLOBECOM | SCL-GCD of Short Polar Codes. | Xiangping Zheng, Qianfan Wang, Xiao Ma |
| 2024 | HCI | A Non-contact Vital Signs Retrieving Method for Aviation Safety Personnel Using TVF-EMD. | Xiaoguang Lu, Xiao Ma, Chenhao Suo, Zhe Zhang |
| 2024 | HCI | A Method for Estimating Human Respiratory Rate and Heart Rate Using Sparse Spectrum Analysis. | Xiaoguang Lu, Chenhao Suo, Xiao Ma, Zhe Zhang |
| 2024 | ICASSP | Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation. | Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen |
| 2024 | ICRA | Weighting Online Decision Transformer with Episodic Memory for Offline-to-Online Reinforcement Learning. | Xiao Ma, Wu-Jun Li |
| 2024 | INFOCOM | Resource-efficient In-orbit Detection of Earth Objects. | Qiyang Zhang, Xin Yuan, Ruolin Xing, Yiran Zhang, Zimu Zheng, Xiao Ma, Mengwei Xu, Schahram Dustdar, Shangguang Wang |
| 2024 | ICWS | Profit-Aware Task Allocation in Satellite Computing. | Jie Huang, Ruolin Xing, Xiao Ma, Ao Zhou, Shangguang Wang |
| 2024 | ICWS | Flexible Shadow: Enhancing Service Reliability in Resource-Constrained Edge Computing. | Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Yuanzhe Li, Shangguang Wang |
| 2024 | IECON | Digital Twin of Electric Drivetrain: Approach for Virtual Validation of Different Load Profiles. | Muhammad Azeem, Mehmet Gle, Peter Sergeant, Karel Vanthuyne, Simon Vanpaemel, Mohamed Amine Frikha, Xiao Ma, Niels Divens, Mohamed El Baghdadi |
| 2024 | ISIT | Efficient Decoding of a Class of Reed-Solomon Codes Over Fermat Fields. | Chao Chen, Baoming Bai, Xiao Ma, Yunghsiang S. Han, Nianqi Tang, Xiaotian Wang |
| 2024 | ISIT | The BP-LCOSD Algorithm for Toric Codes. | Jifan Liang, Qianfan Wang, Lvzhou Li, Xiao Ma |
| 2024 | ISIT | Random Staircase Generator Matrix Codes. | Qianfan Wang, Yixin Wang, Yiwen Wang, Jifan Liang, Xiao Ma |
| 2024 | ISIT | Trellis-Based Construction of Polar Codes for SCL Decoding. | Xinyuanmeng Yao, Xiangping Zheng, Xiao Ma |
| 2024 | ISIT | Quasi-OSD of Binary Image of RS Codes with Applications to JSCC. | Xiangping Zheng, Qianfan Wang, Baodian Wei, Xiao Ma |
| 2024 | ITW | Guessing what, Noise or Codeword? | Xiao Ma |
| 2024 | ITW | A Low-Latency Decoding of CA-Polar-SPC Product Codes. | Xinwei Zhao, Xiao Ma |
| 2024 | ITW | Locally Constrained Guessing Codeword Decoding of Short Block Codes. | Xiangping Zheng, Xiao Ma |
| 2024 | MICCAI | Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. | Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu |
| 2024 | MICCAI | Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images. | Yuhan Zhang, Kun Huang, Xikai Yang, Xiao Ma, Jian Wu, Ningli Wang, Xi Wang, Pheng-Ann Heng |
| 2024 | Mobisys | Poster: Service Orchestration for Satellite Computing. | Jianing Tang, Ruolin Xing, Qibo Sun, Ao Zhou, Xiao Ma |
| 2024 | NCA | Defending Against Backdoor Attacks with Feature Activation-Based Detection and Model Recovery. | Xiao Ma, Hong Shen, Chan-Tong Lam |
| 2024 | PDCAT | Enhancing Federated Learning Robustness in Non-IID Data Environments via MMD-Based Distribution Alignment. | Xiao Ma, Hong Shen, Wenqi Lyu, Wei Ke |
| 2024 | PERCOM | DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers. | Xiao Ma, Shengfeng He, Hezhe Qiao, Dong Ma |
| 2024 | PIMRC | Probabilistic Shaping for Rotationally Symmetrical Two-Dimensional Constellations. | Ruimin Yuan, Xinyuanmeng Yao, Jiayi Yang, Baoming Bai, Xiao Ma |
| 2024 | VTC | Earliest Partial Relay Synchronous Cooperation Scheme for Multi-Relay IoT System with the Tradeoff of AoI, Energy Efficiency and Throughput. | Xiangdong Jia, Xiao Ma, Junyan Wang, Xianghua Han |
| 2024 | VTC | Representative Ordered Statistics Decoding of Polar Codes. | Yiwen Wang, Qianfan Wang, Jifan Liang, Xiao Ma |
| 2024 | VTC | Hybrid Shaping for Bit-Interleaved Coded Modulation with Iterative Decoding. | Jiayi Yang, Qianfan Wang, Congduan Li, Xiao Ma |
| 2024 | WCNC | A Communication-Efficient Federated Learning by Dynamic Quantization and Free-Ride Coding. | Junjie Chen, Qianfan Wang, Hai Wan, Xiao Ma |
| 2024 | WCNC | Free-Ride Transmission of Semantic Features in Wireless Video Surveillance Systems. | Junjie Chen, Yinchu Wang, Qianfan Wang, Hai Wan, Xiao Ma |
| 2024 | USENIX | More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs. | Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Yang, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu |
| 2024 | RTSS | Exploring Real-Time Satellite Computing: From Energy and Thermal Perspectives. | Qing Li, Shangguang Wang, Chenren Xu, Xiao Ma, Mengwei Xu, Ao Zhou, Ruolin Xing, Boyuan Yang, Zuo Zhu, Ying Zhang, Xuanzhe Liu |
| 2023 | CaiSE | Visualising Personal Data Flows: Insights from a Case Study of Booking.com. | Haiyue Yuan, Matthew Boakes, Xiao Ma, Dongmei Cao, Shujun Li |
| 2023 | CHI | A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures. | Amanda Baughan, Xuezhi Wang, Ariel Liu, Allison Mercurio, Jilin Chen, Xiao Ma |
| 2023 | CVPR | Imitation Learning as State Matching via Differentiable Physics. | Siwei Chen, Xiao Ma, Zhongwen Xu |
| 2023 | CVPR | Integrating Appearance and Spatial-Temporal Information for Multi-Camera People Tracking. | Wenjie Yang, Zhenyu Xie, Yaoming Wang, Yang Zhang, Xiao Ma, Bing Hao |
| 2023 | EMNLP | Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting. | Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen |
| 2023 | GLOBECOM | A New Joint Source-Channel Coding in the Short Blocklength Regime. | Qianfan Wang, Yanzhi Chen, Jifan Liang, Baodian Wei, Xiao Ma |
| 2023 | ICLR | RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning. | Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu |
| 2023 | ICLR | DaxBench: Benchmarking Deformable Object Manipulation with Differentiable Physics. | Siwei Chen, Yiqing Xu, Cunjun Yu, Linfeng Li, Xiao Ma, Zhongwen Xu, David Hsu |
| 2023 | ICLR | DiffMimic: Efficient Motion Mimicking with Differentiable Physics. | Jiawei Ren, Cunjun Yu, Siwei Chen, Xiao Ma, Liang Pan, Ziwei Liu |
| 2023 | ICNP | Cooperative Content Caching and Distribution for Satellite CDNs. | Yuwen Chen, Xiao Ma, Ao Zhou, Shangguang Wang |
| 2023 | ICNP | Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites. | Yijie Chen, Qiyang Zhang, Yiran Zhang, Xiao Ma, Ao Zhou |
| 2023 | ICNP | Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy. | Yuran Guo, Xiao Ma, Qibo Sun, Ao Zhou |
| 2023 | ICPADS | Optimizing Space-Borne Computation: A Reliability Enhancement Framework for LEO Constellation. | Lipei Yang, Ao Zhou, Xiao Ma, Yiran Zhang, Shangguang Wang |
| 2023 | INFOCOM | Privacy as a Resource in Differentially Private Federated Learning. | Jinliang Yuan, Shangguang Wang, Shihe Wang, Yuanchun Li, Xiao Ma, Ao Zhou, Mengwei Xu |
| 2023 | ICWS | Towards Timely Edge-assisted Video Analytics Services. | Xishuo Li, Shan Zhang, Yuejiao Huang, Xiao Ma, Zhiyuan Wang, Hongbin Luo |
| 2023 | ICWS | Container Image Similarity-Aware Resource Provisioning for Serverless Edge Computing. | Ao Zhou, Sisi Li, Xiao Ma, Yiran Zhang, Shangguang Wang |
| 2023 | ISIT | Fast Encoding of Hermitian Codes Based on Lin-Chung-Han Fast Fourier Transform. | Suihua Cai, Chao Chen, Yunqi Wan, Xiao Ma |
| 2023 | ISIT | An Early-Termination Method for the Welch-Berlekamp Algorithm. | Chao Chen, Yunghsiang S. Han, Nianqi Tang, Sian-Jheng Lin, Baoming Bai, Xiao Ma |
| 2023 | ISIT | On Reliably Decodable Information Bits of Linear Codes. | Yixin Wang, Xiao Ma |
| 2023 | MICCAI | Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. | Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen |
| 2023 | Mobisys | Boosting DNN Cold Inference on Edge Devices. | Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu |
| 2023 | WWW | ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. | Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang |
| 2022 | CIKM | A human-ML collaboration framework for improving video content reviews. | Meghana Deodhar, Xiao Ma, Yixin Cai, Alex Koes, Alex Beutel, Jilin Chen |
| 2022 | DCC | Lossy Compression of Gaussian Source Using Low Density Generator Matrix Codes. | Tingting Zhu, Jifan Liang, Xiao Ma |
| 2022 | ICRA | Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects. | Xiao Ma, David Hsu, Wee Sun Lee |
| 2022 | ISIT | A New Framework for Proving Coding Theorems for Linear Codes. | Xiao Ma, Yixin Wang, Tingting Zhu |
| 2022 | ISIT | Ternary Convolutional LDGM Codes with Applications to Gaussian Source Compression. | Tingting Zhu, Jifan Liang, Xiao Ma |
| 2022 | ITW | Local Constraint-Based Ordered Statistics Decoding for Short Block Codes. | Yiwen Wang, Jifan Liang, Xiao Ma |
| 2022 | VTC | Closed-form Approximations of MISO Broadcast System Capacity: a Massive-Antenna Perspective. | Weijia Han, Fengsen Chen, Xiao Ma, Chao Xu |
| 2022 | WCNC | Data-Aided MIMO Channel Estimation by Clustering and Reinforcement-Learning. | Xing Li, Qianfan Wang, Hongqi Yang, Xiao Ma |
| 2022 | WCNC | Implicit Globally-Coupled LDPC Codes Using Free-Ride Coding. | Xiao Ma, Qianfan Wang, Mangang Xie, Suihua Cai |
| 2022 | WCNC | Reducing Age of Extra Data by Free Riding on Coded Transmission in Multiaccess Networks. | Mangang Xie, Jie Gong, Qianfan Wang, Suihua Cai, Xiao Ma |
| 2022 | WWW | Commutativity-guaranteed Docker Image Reconstruction towards Effective Layer Sharing. | Sisi Li, Ao Zhou, Xiao Ma, Mengwei Xu, Shangguang Wang |
| 2022 | WWW | A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. | Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu |
| 2022 | WAFR | Hierarchical Reinforcement Learning Under Mixed Observability. | Hai Nguyen, Zhihan Yang, Andrea Baisero, Xiao Ma, Robert Platt, Christopher Amato |
| 2021 | BMVC | Towards Overcoming False Positives in Visual Relationship Detection. | Daisheng Jin, Xiao Ma, Chongzhi Zhang, Yizhuo Zhou, Jiashu Tao, Mingyuan Zhang, Zhoujun Li |
| 2021 | DCC | Near-Lossless Compression for Sparse Source Using Convolutional Low Density Generator Matrix Codes. | Tingting Zhu, Xiao Ma |
| 2021 | GLOBECOM | Chained LDPC Codes via Partial Information Coupling and Partial Parity Superposition. | Qianfan Wang, Li Chen, Xiao Ma |
| 2021 | HCI | To Explore the Influence of Single-Disciplinary Team and Cross-Disciplinary Team on Students in Design Thinking Education. | Xiao Ma, Hsien-Hui Tang |
| 2021 | IMC | From cloud to edge: a first look at public edge platforms. | Mengwei Xu, Zhe Fu, Xiao Ma, Li Zhang, Yanan Li, Feng Qian, Shangguang Wang, Ke Li, Jingyu Yang, Xuanzhe Liu |
| 2021 | ISIT | Dual Coupled Polar Codes with Successive Cancellation List Decoding. | Suihua Cai, Haowei Chen, Baodian Wei, Xiao Ma |
| 2021 | VTC | Age-Energy Tradeoff in Dual-Hop Status Update Systems with the m-th Best Relay Selection. | Mangang Xie, Jie Gong, Xiao Ma |
| 2021 | WCNC | A New Transmission Scheme for Additional Bits with Rotated LDPC Coded Signals. | Jiachen Sun, Hao Liu, Xiao Ma |
| 2021 | WCNC | Age and Energy Tradeoff for Short Packet Based Two-Hop Decode-and-Forward Relaying Networks. | Mangang Xie, Jie Gong, Xiao Ma |
| 2021 | WCNC | Deep Reinforcement Learning for User Association in Heterogeneous Networks with Dual Connectivity. | Mengjie Yi, Yan Zhang, Xijun Wang, Chao Xu, Xiao Ma |
| 2020 | AAAI | Particle Filter Recurrent Neural Networks. | Xiao Ma, Pter Karkus, David Hsu, Wee Sun Lee |
| 2020 | CoRL | Contrastive Variational Reinforcement Learning for Complex Observations. | Xiao Ma, Siwei Chen, David Hsu, Wee Sun Lee |
| 2020 | ECCV | Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction. | Cunjun Yu, Xiao Ma, Jiawei Ren, Haiyu Zhao, Shuai Yi |
| 2020 | ICLR | Discriminative Particle Filter Reinforcement Learning for Complex Partial observations. | Xiao Ma, Pter Karkus, David Hsu, Wee Sun Lee, Nan Ye |
| 2020 | INFOCOM | Cooperative Service Caching and Workload Scheduling in Mobile Edge Computing. | Xiao Ma, Ao Zhou, Shan Zhang, Shangguang Wang |
| 2020 | INFOCOM | Quantitative Analysis on Source-Location Privacy for Wireless Sensor Networks. | Di Tang, Jian Gu, Weijia Han, Xiao Ma |
| 2020 | INFOCOM | Is the Packetized Transmission Efficient? An Age-Energy Perspective. | Mangang Xie, Jie Gong, Xiao Ma |
| 2020 | ICWS | Cognitive Service in Mobile Edge Computing. | Chuntao Ding, Ao Zhou, Xiao Ma, Shangguang Wang |
| 2020 | ISIT | Twisted-Pair Superposition Transmission for Low Latency Communications. | Suihua Cai, Xiao Ma |
| 2020 | VTC | Age-Energy Tradeoff of Short Packet Based Transmissions in Multicast Networks with ARQ. | Mangang Xie, Jie Gong, Xiao Ma |
| 2020 | WCNC | An Unequal Coding Scheme for H.265 Video Transmission. | Yekeng Huang, Meiying Ji, Jiachen Sun, Baodian Wei, Xiao Ma |
| 2019 | APWEB | Improved Review Sentiment Analysis with a Syntax-Aware Encoder. | Jiangfeng Zeng, Ming Yang, Ke Zhou, Xiao Ma, Yangtao Wang, Xiaodong Xu, Zhili Xiao |
| 2019 | CHI | AI-Mediated Communication: How the Perception that Profile Text was Written by AI Affects Trustworthiness. | Maurice Jakesch, Megan French, Xiao Ma, Jeffrey T. Hancock, Mor Naaman |
| 2019 | CHI | When Do People Trust Their Social Groups? | Xiao Ma, Justin Cheng, Shankar Iyer, Mor Naaman |
| 2019 | GLOBECOM | Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update. | Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou |
| 2019 | ICIG | Pose-Invariant Facial Expression Recognition Based on 3D Face Morphable Model and Domain Adversarial Learning. | Xiao Ma, Kaige Zhang, Xuan Yang |
| 2019 | ICNC | An Adaptive Multi-sensor Data Consistency Algorithm Based on Node Credibility. | Yanping Chen, Xiao Ma, Hong Xia, Zhongmin Wang, Zhong Yv |
| 2019 | ISIT | Statistical Learning Aided Decoding of BMST Tail-Biting Convolutional Code. | Xiao Ma, Wenchao Lin, Suihua Cai, Baodian Wei |
| 2019 | ISIT | Spatially Coupled LDPC Codes via Partial Superposition. | Qianfan Wang, Suihua Cai, Wenchao Lin, Li Chen, Xiao Ma |
| 2019 | VTC | Evaluation of Age of Information for LDPC Coded Transmission over AWGN Channels. | Mangang Xie, Qianfan Wang, Jie Gong, Xiao Ma |
| 2019 | WACV | Understanding Image Quality and Trust in Peer-to-Peer Marketplaces. | Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge J. Belongie |
| 2019 | VR | Virtual Reality Training with Passive Haptic Feedback for CryoEM Sample Preparation. | Jiahui Dong, Jun Zhang, Xiao Ma, Pengyu Patrick Ren, Zhenyu Cheryl Qian, Yingjie Victor Chen |
| 2018 | AusDM | Homogeneous Feature Transfer and Heterogeneous Location Fine-Tuning for Cross-City Property Appraisal Framework. | Yihan Guo, Shan Lin, Xiao Ma, Jay Bal, Chang-Tsun Li |
| 2018 | GLOBECOM | Energy-Age Tradeoff in Status Update Communication Systems with Retransmission. | Jie Gong, Xiang Chen, Xiao Ma |
| 2018 | ICNC | The Application of Data Mining Technology in Customer Relationship Management of Commercial Banks. | Qingsong Yu, Hong Jiang, Xiao Ma |
| 2018 | ISIT | Bit-Labeling for Delayed BICM with Iterative Decoding. | Leijun Wang, Suihua Cai, Huixiao Ma, W. K. Leung, Xiao Ma |
| 2018 | ISIT | A Class of Low-Complexity Codes Based on Doubly Recursive Block Markov Superposition Transmission. | Shancheng Zhao, Xiao Ma, Qin Huang, Baoming Bai |
| 2018 | ITW | Coding Theorem for Systematic LDGM Codes Under List Decoding. | Wenchao Lin, Suihua Cai, Baodian Wei, Xiao Ma |
| 2018 | IWCMC | Intelligent Healthcare Systems Assisted by Data Analytics and Mobile Computing. | Xiao Ma, Zie Wang, Sheng Zhou, Haoyu Wen, Yin Zhang |
| 2018 | KDD | Deep Interest Network for Click-Through Rate Prediction. | Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai |
| 2018 | NLDB | Semantic Mapping of Security Events to Known Attack Patterns. | Xiao Ma, Elnaz Davoodi, Leila Kosseim, Nicandro Scarabeo |
| 2018 | VTC | MIMO-OFDM-IM System for High Mobility Communications with Block Markov Superposition Transmission. | Shengxiao Chen, Xiao Ma |
| 2018 | WWW | Web-Based VR Experiments Powered by the Crowd. | Xiao Ma, Megan Cackett, Leslie Park, Eric Chien, Mor Naaman |
| 2018 | SIGIR | Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate. | Xiao Ma, Liqin Zhao, Guan Huang, Zhi Wang, Zelin Hu, Xiaoqiang Zhu, Kun Gai |
| 2017 | CHI | "People Are Either Too Fake or Too Real": Opportunities and Challenges in Tie-Based Anonymity. | Xiao Ma, Nazanin Andalibi, Louise Barkhuus, Mor Naaman |
| 2017 | CSCW | What Happens in Happn: The Warranting Powers of Location History in Online Dating. | Xiao Ma |
| 2017 | CSCW | Self-Disclosure and Perceived Trustworthiness of Airbnb Host Profiles. | Xiao Ma, Jeffrey T. Hancock, Kenneth Lim Mingjie, Mor Naaman |
| 2017 | GLOBECOM | Cost-Efficient Resource Provisioning in Cloud Assisted Mobile Edge Computing. | Xiao Ma, Shan Zhang, Peng Yang, Ning Zhang, Chuang Lin, Xuemin Shen |
| 2017 | ICDM | BEEP: A Bayesian Perspective Early Stage Event Prediction Model for Online Social Networks. | Xiao Ma, Xiaofeng Gao, Guihai Chen |
| 2017 | ICWSM | A Computational Approach to Perceived Trustworthiness of Airbnb Host Profiles. | Xiao Ma, Trishala Neeraj, Mor Naaman |
| 2017 | ISIT | Block Markov superposition transmission of BCH codes with iterative hard-decision decoding. | Nina Lin, Suihua Cai, Xiao Ma |
| 2017 | ISIT | Recursive block Markov superposition transmission of short codes. | Shancheng Zhao, Qin Huang, Xiao Ma, Baoming Bai |
| 2017 | IWQoS | Cost-efficient workload scheduling in Cloud Assisted Mobile Edge Computing. | Xiao Ma, Shan Zhang, Wenzhuo Li, Puheng Zhang, Chuang Lin, Xuemin Shen |
| 2017 | VTC | Iterative Channel Estimation and Decoding of the Block Markov Superposition Transmission with Doppler Diversity. | Leijun Wang, Yunhong Zhang, Xiao Ma |
| 2017 | VTC | A Simple Soft-In Soft-Out Equalization for Highly Mobile OFDM Systems with Block Markov Superposition Transmission. | Yunhong Zhang, Lei Lin, Xiao Ma |
| 2017 | WISE | Long-Term Multi-objective Task Scheduling with Diff-Serv in Hybrid Clouds. | Puheng Zhang, Chuang Lin, Wenzhuo Li, Xiao Ma |
| 2016 | CHI | Anonymity, Intimacy and Self-Disclosure in Social Media. | Xiao Ma, Jeff T. Hancock, Mor Naaman |
| 2016 | CIKM | Exploiting Cluster-based Meta Paths for Link Prediction in Signed Networks. | Jiangfeng Zeng, Ke Zhou, Xiao Ma, Fuhao Zou, Hua Wang |
| 2016 | CSCW | Movement: A Secure Community Awareness Application and Display. | Xiao Ma, Ross McLachlan, Donghun Lee, Mor Naaman, Emily Sun |
| 2016 | ICIS | Applying the Cox Model to Study Online Gambling Behavior. | Yun Deng, Jinghui (Jove) Hou, Divakaran Liginlal, Xue Yang, Xiao Ma |
| 2016 | ICIS | Toward a Contextual Theory of Turnover Intention in Online Crowdworking. | Xiao Ma, Lara Khansa, Jinghui (Jove) Hou |
| 2016 | ICSE | From word embeddings to document similarities for improved information retrieval in software engineering. | Xin Ye, Hui Shen, Xiao Ma, Razvan C. Bunescu, Chang Liu |
| 2016 | ICSOC | Monitoring-Based Task Scheduling in Large-Scale SaaS Cloud. | Puheng Zhang, Chuang Lin, Xiao Ma, Fengyuan Ren, Wenzhuo Li |
| 2016 | ISIT | Systematic block Markov superposition transmission of repetition codes. | Kechao Huang, Xiao Ma, Baoming Bai |
| 2016 | VTC | Analysis of the Uplink Capacity in the High-Speed Train Wireless Communication with Full-Duplex Mobile Relay. | Nina Lin, Xiujie Huang, Xiao Ma |
| 2016 | VTC | Coded Index Modulation with Block Markov Superposition Transmission for Highly Mobile OFDM Systems. | Leijun Wang, Xiao Ma |
| 2015 | ICPP | Joint Media Streaming Optimization of Energy and Rebuffering Time in Cellular Networks. | Zeqi Lai, Yong Cui, Yayun Bao, Jiangchuan Liu, Yingchao Zhao, Xiao Ma |
| 2015 | ICWE | A K-shell Decomposition Based Algorithm for Influence Maximization. | Qian Zhao, Hongwei Lu, Zaobin Gan, Xiao Ma |
| 2015 | ISIT | EXIT chart analysis of block markov superposition transmission of short codes. | Kechao Huang, Xiao Ma, Daniel J. Costello Jr. |
| 2015 | ISIT | Improved Hamming sphere bounds on the MLD performance of binary linear codes. | Jia Liu, Xiao Ma |
| 2015 | ISIT | Nonbinary Kite codes: A family of nonbinary rate-compatible LDPC codes. | Min Zhu, Yun Wei, Baoming Bai, Xiao Ma |
| 2015 | ITW | Asymptotic distance properties of protograph-based spatially coupled LDPC codes over GF(q). | Kechao Huang, David G. M. Mitchell, Xiao Ma, Daniel J. Costello Jr. |
| 2015 | MSWIM | Game-theoretic Analysis of Computation Offloading for Cloudlet-based Mobile Cloud Computing. | Xiao Ma, Chuang Lin, Xudong Xiang, Congjie Chen |
| 2015 | WISE | Implicit Trust and Distrust Prediction for Recommender Systems. | Xiao Ma, Hongwei Lu, Zaobin Gan |
| 2014 | APWEB | Improving Recommendation Accuracy with Clustering-Based Social Regularization. | Xiao Ma, Hongwei Lu, Zaobin Gan, Yao Ma |
| 2014 | APWEB | Trust Discounting and Trust Fusion in Online Social Networks. | Yao Ma, Hongwei Lu, Zaobin Gan, Xiao Ma |
| 2014 | CIKM | Improving Recommendation Accuracy by Combining Trust Communities and Collaborative Filtering. | Xiao Ma, Hongwei Lu, Zaobin Gan |
| 2014 | ICSE | Performance regression testing target prioritization via performance risk analysis. | Peng Huang, Xiao Ma, Dongcai Shen, Yuanyuan Zhou |
| 2014 | ISIT | Performance comparison of non-binary LDPC block and spatially coupled codes. | Kechao Huang, David G. M. Mitchell, Lai Wei, Xiao Ma, Daniel J. Costello Jr. |
| 2014 | ISIT | An improved ensemble of variable-rate LDPC codes with precoding. | Min Zhu, Yucheng Qu, Kai Zhang, Baoming Bai, Xiao Ma |
| 2013 | IGARSS | Aboveground carbon estimation of forests. | David G. Goodenough, Piper Gordon, Hao Chen, K. Olaf Niemann, Xiao Ma |
| 2013 | ISIT | Iterative soft-decision decoding of Reed-Solomon convolutional concatenated codes. | Li Chen, Xiao Ma |
| 2013 | ISIT | Obtaining extra coding gain for short codes by block Markov superposition transmission. | Xiao Ma, Chulong Liang, Kechao Huang, Qiutao Zhuang |
| 2013 | ITW | Nonbinary LDPC-coded differential modulation: Performance and decoding algorithm. | Minghua Li, Baoming Bai, Peiying Zhang, Xiao Ma |
| 2013 | ITW | New geometrical spectra of linear codes with applications to performance analysis. | Xiao Ma, Jia Liu, Qiutao Zhuang, Baoming Bai |
| 2013 | NSDI | eDoctor: Automatically Diagnosing Abnormal Battery Drain Issues on Smartphones. | Xiao Ma, Peng Huang, Xinxin Jin, Pei Wang, Soyeon Park, Dongcai Shen, Yuanyuan Zhou, Lawrence K. Saul, Geoffrey M. Voelker |
| 2013 | VTC | Load Balancing with Multi-Cell Cooperation in Cellular Networks. | Chongtao Guo, Min Sheng, Yan Shi, Yan Zhang, Xiao Ma |
| 2012 | ISIT | An information-spectrum approach to the capacity region of general interference channel. | Lei Lin, Xiao Ma, Xiujie Huang, Baoming Bai |
| 2012 | ISIT | A new ensemble of rate-compatible LDPC codes. | Kai Zhang, Xiao Ma, Shancheng Zhao, Baoming Bai, Xiaoyi Zhang |
| 2012 | VTC | Flow Splitting for Multi-Rat Heterogeneous Networks. | Xiao Ma, Min Sheng, Yan Zhang |
| 2011 | AINA | Semi-random Kite Codes over Fading Channels. | Bo Bai, Baoming Bai, Xiao Ma |
| 2011 | CISS | Networked system state estimation in smart grid over cognitive radio infrastructures. | Xiao Ma, Husheng Li, Seddik M. Djouadi |
| 2011 | CISS | Stochastic modeling of short-term power consumption for smart grid: A state space approach and real measurement demonstration. | Xiao Ma, Husheng Li, Seddik M. Djouadi |
| 2011 | DCOSS | LIPS: Link prediction as a service for adaptive data aggregation in wireless sensor networks. | Xiao Ma, Seddik M. Djouadi, Qing Cao |
| 2011 | FUSION | Navigation in GPS-denied environments. | Xiao Ma, Seddik M. Djouadi, Samir Sahyoun, Paul B. Crilly, Stephen F. Smith |
| 2011 | HCI | Mass Customization Methodology for Footwear Design. | Yifan Zhang, Ameersing Luximon, Xiao Ma, Xiaoling Guo, Ming Zhang |
| 2011 | ICIS | A Longitudinal Model of Post-Adoption Phenomena and Its Empirical Test in the Context of Social Games. | Jinghui (Jove) Hou, Xiao Ma |
| 2011 | ICIS | Revisiting Self-Selection Biases in E-Word-of-Mouth: An Integrated Model and Bayesian Estimation of Multivariate Review Behaviors. | Xiao Ma, Sung S. Kim |
| 2011 | ISIT | Accessible capacity of secondary users over the Gaussian interference channel. | Xiujie Huang, Xiao Ma, Lei Lin, Baoming Bai |
| 2011 | ISIT | New techniques for upper-bounding the MLD performance of binary linear codes. | Xiao Ma, Jia Liu, Baoming Bai |
| 2011 | ITW | Kite codes over groups. | Xiao Ma, Shancheng Zhao, Kai Zhang, Baoming Bai |
| 2011 | SOSP | An empirical study on configuration errors in commercial and open source systems. | Zuoning Yin, Xiao Ma, Jing Zheng, Yuanyuan Zhou, Lakshmi N. Bairavasundaram, Shankar Pasupathy |
| 2010 | ISIT | A low-complexity joint detection-decoding algorithm for nonbinary LDPC-coded modulation systems. | Xuepeng Wang, Baoming Bai, Xiao Ma |
| 2009 | AINA | Design of q-ary Irregular Repeat-Accumulate Codes. | Wei Lin, Baoming Bai, Ying Li, Xiao Ma |
| 2009 | IKE | Semantic industrial categorisation based on Search Engine Index. | Xiao Ma, Jay Bal |
| 2009 | ISIT | Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods. | Xiujie Huang, Aleksandar Kavcic, Xiao Ma, Danilo P. Mandic |
| 2008 | SDM | CISpan: Comprehensive Incremental Mining Algorithms of Closed Sequential Patterns for Multi-Versional Software Mining. | Ding Yuan, Kyuhyung Lee, Hong Cheng, Gopal Krishna, Zhenmin Li, Xiao Ma, Yuanyuan Zhou, Jiawei Han |
| 2007 | SNPD | Prioritized Constraints with Data Sampling Scores for Automatic Test Data Generation. | Xiao Ma, J. Jenny Li, David M. Weiss |
| 2007 | SOSP | MUVI: automatically inferring multi-variable access correlations and detecting related semantic and concurrency bugs. | Shan Lu, Soyeon Park, Chongfeng Hu, Xiao Ma, Weihang Jiang, Zhenmin Li, Raluca A. Popa, Yuanyuan Zhou |
| 2005 | ICECCS | Effective Generation of Test Sequences for Structural Testing of Concurrent Programs. | W. Eric Wong, Yu Lei, Xiao Ma |
| 2005 | SEKE | A Constraint Solver for Code-based Test Data Generation. | J. Jenny Li, W. Eric Wong, Xiao Ma, David M. Weiss |
| 2002 | GLOBECOM | Capacity of power constrained memoryless AWGN channels with fixed input constellations. | Nedeljko Varnica, Xiao Ma, Aleksandar Kavcic |
| 2002 | ICASSP | Design of unitary precoders for ISI channels. | Jian-Kang Zhang, Aleksandar Kavcic, Xiao Ma, Kon Max Wong |
| 2000 | GLOBECOM | On the two-dimensional binary (d, k) constrained array. | Xiao Ma, Xinmei Wang, Haitao Yue |