| 2026 | EuroPar | FlowGPU: Transparent and Efficient GPU Checkpointing and Restore. | Zehua Yang, Xiao Zheng, Yonghao Zou, Junyang Zhang, Zhisheng Ye, Feng Xie, Xiaolin Wang, Yingwei Luo, Zhenlin Wang, Diyu Zhou |
| 2025 | CSCWD | Rank Constraints of High-Order Cumulants for Learning Linear Non-Gaussian Latent Polytree. | Ruichu Cai, Ying Shen, Zhengming Chen, Feng Xie, Yu Xiang, Zhifeng Hao |
| 2025 | ICASSP | Stable Control Visual AutoRegressive Model: Precise and Efficient Image Generation via Scale Alignment. | Feng Xie, Dahua Gao, Ruichao Liu, Minxi Yang, Yibo Zhang, Wenlong Wang |
| 2025 | ICASSP | FreeAlign: Superior Text-Image Alignment by Modulating Prompt Attention. | Yibo Zhang, Dahua Gao, Feng Xie, Minxi Yang, Wenlong Wang, Ruichao Liu |
| 2025 | ICML | Identification of Latent Confounders via Investigating the Tensor Ranks of the Nonlinear Observations. | Zhengming Chen, Yewei Xia, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai, Kun Zhang |
| 2025 | ICML | Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models. | Xichen Guo, Feng Xie, Yan Zeng, Hao Zhang, Zhi Geng |
| 2025 | ICML | Local Identifying Causal Relations in the Presence of Latent Variables. | Zheng Li, Zeyu Liu, Feng Xie, Hao Zhang, Chunchen Liu, Zhi Geng |
| 2025 | ICML | Causal Attribution Analysis for Continuous Outcomes. | Shanshan Luo, Yixuan Yu, Chunchen Liu, Feng Xie, Zhi Geng |
| 2025 | IJCAI | Identifying Causal Mechanism Shifts Under Additive Models with Arbitrary Noise. | Yewei Xia, Xueliang Cui, Hao Zhang, Yixin Ren, Feng Xie, Jihong Guan, Ruxin Wang, Shuigeng Zhou |
| 2024 | GLOBECOM | A Novel Network Architecture Enabled Resource Circulation towards 6G: Consociation Network (Co-Net). | Feng Xie, Kangjie Zhang, Fenghe Huang |
| 2024 | ICASSP | SG2SC: A Generative Semantic Communication Framework for Scene Understanding-Oriented Image Transmission. | Minxi Yang, Dahua Gao, Feng Xie, Jiaxuan Li, Xiaodan Song, Guangming Shi |
| 2024 | ICASSP | MSFR: Stance Detection Based on Multi-Aspect Semantic Feature Representation via Hierarchical Contrastive Learning. | Xuechen Zhao, Lei Tian, Feng Xie, Bin Zhou, Haiyang Wang, Hongzhou Wu, Liqun Gao |
| 2024 | ICLR | Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability. | Songyao Jin, Feng Xie, Guangyi Chen, Biwei Huang, Zhengming Chen, Xinshuai Dong, Kun Zhang |
| 2024 | ICML | Automating the Selection of Proxy Variables of Unmeasured Confounders. | Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng |
| 2024 | ICML | Policy Learning for Balancing Short-Term and Long-Term Rewards. | Peng Wu, Ziyu Shen, Feng Xie, Zhongyao Wang, Chunchen Liu, Yan Zeng |
| 2024 | ICML | Local Causal Structure Learning in the Presence of Latent Variables. | Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng |
| 2023 | CogSci | A Unified Framework for Unseen Target Stance Detection based on Feature Enhancement via Graph Contrastive Learning. | Xuechen Zhao, Jiaying Zou, Lei Tian, Feng Xie, Haiyang Wang, Hongzhou Wu, Bin Zhou, Jie Tian |
| 2023 | DASFAA | Adversarial Learning-Based Stance Classifier for COVID-19-Related Health Policies. | Feng Xie, Zhong Zhang, Xuechen Zhao, Haiyang Wang, Jiaying Zou, Lei Tian, Bin Zhou, Yusong Tan |
| 2023 | EMNLP | MixTEA: Semi-supervised Entity Alignment with Mixture Teaching. | Feng Xie, Xin Song, Xiang Zeng, Xuechen Zhao, Lei Tian, Bin Zhou, Yusong Tan |
| 2023 | ICLR | Interpretable Machine Learning-Based Risk Scoring with Individual and Ensemble Model Selection for Clinical Decision Making. | Han Yuan, Jin Wee Lee, Mingxuan Liu, Siqi Li, Chenglin Niu, Jun Wen, Feng Xie |
| 2023 | IJCAI | Some General Identification Results for Linear Latent Hierarchical Causal Structure. | Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai |
| 2023 | IROS | Multi-Arm Robot Task Planning for Fruit Harvesting Using Multi-Agent Reinforcement Learning. | Tao Li, Feng Xie, Quan Qiu, Qingchun Feng |
| 2023 | PAKDD | Improving Knowledge Graph Entity Alignment with Graph Augmentation. | Feng Xie, Xiang Zeng, Bin Zhou, Yusong Tan |
| 2023 | SDM | Feature Enhanced Zero-Shot Stance Detection via Contrastive Learning. | Xuechen Zhao, Jiaying Zou, Zhong Zhang, Feng Xie, Bin Zhou, Lei Tian |
| 2022 | AAAI | Identification of Linear Latent Variable Model with Arbitrary Distribution. | Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai |
| 2022 | AMIA | A Novel Interpretable Machine Learning System to Generate Clinical Risk Scores: An Application for Predicting Early Mortality or Unplanned Readmission in A Retrospective Cohort Study. | Yilin Ning, Siqi Li, Marcus Eng Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu |
| 2022 | AMIA | AutoScore-Ordinal: An Interpretable Machine Learning Framework for Generating Scoring Models for Ordinal Outcomes. | Seyed Ehsan Saffari, Yilin Ning, Feng Xie, Bibhas Chakraborty, Victor Volovici, Roger Vaughan, Marcus Eng Hock Ong, Nan Liu |
| 2022 | AMIA | Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health Records. | Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu |
| 2022 | ICML | Identification of Linear Non-Gaussian Latent Hierarchical Structure. | Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang |
| 2022 | ICTAI | Domain-adaptive Graph based on Post-hoc Explanation for Cross-domain Hate Speech Detection. | Yushan Jiang, Bin Zhou, Xuechen Zhao, Jiaying Zou, Feng Xie, Liang Li |
| 2022 | ICTAI | Multitask Learning Neural Networks for Pandemic Prediction with Public Stance Enhancement. | Zhong Zhang, Feng Xie, Xuechen Zhao, Bin Zhou, Jian Chen, Lei Tian |
| 2022 | ICTAI | Zero-Shot Stance Detection via Sentiment-Stance Contrastive Learning. | Jiaying Zou, Xuechen Zhao, Feng Xie, Bin Zhou, Zhong Zhang, Lei Tian |
| 2022 | QRS | An Empirical Study of Software Testing Quality based on Natural Experiments. | Jiahao Li, Xinhao Cui, Yichen Wang, Feng Xie |
| 2022 | SIGGRAPH | Advances in real-time rendering in games: part III. | Natalya Tatarchuk, Francesco Cifariello Ciardi, Lasse Jon Fuglsang Pedersen, John Parsaie, Feng Xie, Hugh Malan |
| 2022 | SEKE | Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting. | Feng Xie, Zhong Zhang, Xuechen Zhao, Bin Zhou, Yusong Tan |
| 2022 | UIC | Info-HGCN: Hyperbolic Graph Convolution Networks for Information Diffusion Prediction. | Xiang Zeng, Xin Song, Yingdan Shang, Feng Xie, Bin Zhou |
| 2021 | AMIA | Development and Validation of a Survival Score for the Emergency Department in Singapore. | Feng Xie, Bibhas Chakraborty, Nan Liu, Marcus Eng Hock Ong |
| 2021 | IJCAI | Causal Discovery with Multi-Domain LiNGAM for Latent Factors. | Yan Zeng, Shohei Shimizu, Ruichu Cai, Feng Xie, Michio Yamamoto, Zhifeng Hao |
| 2021 | IJCNN | Novel Soft Sensor Model based on Spatio-Temporal Attention. | Xuan Hu, Zhiqiang Geng, Yongming Han, Wei Huang, Kai Chen, Feng Xie |
| 2021 | SiggraphA | Experimental Analysis of Multiple Scattering BRDF Models. | Feng Xie, James C. Bieron, Pieter Peers, Pat Hanrahan |
| 2021 | SiggraphA | Real Time Cluster Path Tracing. | Feng Xie, Petro Mishchuk, Warren Hunt |
| 2020 | TrustCom | CMIRGen: Automatic Signature Generation Algorithm for Malicious Network Traffic. | Runzi Zhang, Mingkai Tong, Lei Chen, Jianxin Xue, Wenmao Liu, Feng Xie |
| 2019 | COCOON | Truthful Mechanism Design of Reversed Auction on Cloud Computing. | Deshi Ye, Feng Xie, Guochuan Zhang |
| 2019 | SIGGRAPH | Multiple scattering using machine learning. | Feng Xie, Anton Kaplanyan, Warren Hunt, Pat Hanrahan |
| 2018 | ICCCN | A Safety-Security Assessment Approach for Communication-Based Train Control (CBTC) Systems Based on the Extended Fault Tree. | Shengwei Yi, Hongwei Wang, Yangyang Ma, Feng Xie, Puhan Zhang, Liqing Di |
| 2018 | QRS | Embedded Software Fault Prediction Based on Back Propagation Neural Network. | Pengyang Zong, Yichen Wang, Feng Xie |
| 2017 | IWQoS | An efficient kurtosis-based causal discovery method for linear non-Gaussian acyclic data. | Ruichu Cai, Feng Xie, Wei Chen, Zhifeng Hao |
| 2017 | SIGGRAPH | DreamWorks fabric shading model: from artist friendly to physically plausible. | Priyamvad Deshmukh, Feng Xie, Eric Tabellion |
| 2017 | SIGGRAPH | Physically based shading in theory and practice. | Stephen Hill, Stephen McAuley, Alejandro Conty, Michal Drobot, Eric Heitz, Christophe Hery, Christopher D. Kulla, Jon Lanz, Junyi Ling, Nathan Walster, Feng Xie, Adam Micciulla, Ryusuke Villemin |
| 2016 | GLOBECOM | Design and Evaluation of a WiFi-Direct Based LTE Cooperative Video Streaming System. | Qiang Gong, Yuchun Guo, Yishuai Chen, Yong Liu, Feng Xie |
| 2016 | GLOBECOM | Selective Redundant Transmissions for Real-Time Video Streaming over Multi-Interface Wireless Terminals. | Yongxiang Zhao, Baoxian Zhang, Lei Wang, Feng Xie, Cheng Li |
| 2016 | ISPDC | Stability of Dynamic Quantized UAV Airborne System with Packet Losses and Time-Varying Delay. | Mu Li, Zhiang Hu, Feng Xie, Dianliang Fan |
| 2015 | AINA | Item Similarity Learning Methods for Collaborative Filtering Recommender Systems. | Feng Xie, Zhen Chen, Jiaxing Shang, Wen-Liang Huang, Jun Li |
| 2015 | DAC | Jump test for metallic CNTs in CNFET-based SRAM. | Feng Xie, Xiaoyao Liang, Qiang Xu, Krishnendu Chakrabarty, Naifeng Jing, Li Jiang |
| 2015 | PIMRC | Cell and user virtualization for ultra dense network. | Yu-Ngok Ruyue Li, Peng Hao, Feng Xie, Huahua Xiao, Min Ren |
| 2014 | CEC | Genetic programming based activity recognition on a smartphone sensory data benchmark. | Feng Xie, Andy Song, Vic Ciesielski |
| 2014 | COMPSAC | How Overlapping Community Structure Affects Epidemic Spreading in Complex Networks. | Jiaxing Shang, Lianchen Liu, Feng Xie, Cheng Wu |
| 2014 | SIGGRAPH | Importance sampling for a microcylinder based cloth bsdf. | Chunpo Wang, Feng Xie, Parashar Krishnamachari |
| 2013 | CEC | Sensor-based activity recognition with improved GP-based classifier. | Feng Xie, A. K. Qin, Andy Song, Victor Ciesielski |
| 2013 | CEC | Activity recognition by smartphone based multi-channel sensors with genetic programming. | Feng Xie, Andy Song, Victor Ciesielski |
| 2013 | CEC | Detecting PCB component placement defects by genetic programming. | Feng Xie, Alexandra L. Uitdenbogerd, Andy Song |
| 2013 | IVCNZ | Evolving PCB visual inspection programs using genetic programming. | Feng Xie, Anh Hoang Dau, Alexandra L. Uitdenbogerd, Andy Song |
| 2012 | AINA | RBRA: A Simple and Efficient Rating-Based Recommender Algorithm to Cope with Sparsity in Recommender Systems. | Feng Xie, Ming Xu, Zhen Chen |
| 2012 | APSCC | Research on Software Development Process Assurance Models in ICT Supply Chain Risk Management. | Feng Xie, Tianbo Lu, Bing Xu, Dongqing Chen, Yong Peng |
| 2012 | CEC | Evolving frame splitters by Genetic Programming. | Feng Xie, Andy Song |
| 2012 | CEC | Event detection in time series by genetic programming. | Feng Xie, Andy Song, Victor Ciesielski |
| 2012 | ICCCN | High Speed Traffic Archiving System for Flow Granularity Storage and Querying. | Zhen Chen, Xi Shi, Lingyun Ruan, Feng Xie, Jun Li |
| 2012 | SIGGRAPH | ISHair: importance sampling for hair scattering. | Jiawei Ou, Feng Xie, Parashar Krishnamachari, Fabio Pellacini |
| 2011 | GECCO | Evolving automatic frame splitters. | Andy Song, Feng Xie |
| 2010 | CPAIOR | Massively Parallel Constraint Programming for Supercomputers: Challenges and Initial Results. | Feng Xie, Andrew J. Davenport |
| 2008 | HPCC | A Configurable Web Service Performance Testing Framework. | Jingmin Xie, Xiaojun Ye, Bin Li, Feng Xie |
| 2008 | SIGGRAPH | Shaping, simulating and rendering the grasses of | Robyn Rindge, Feng Xie |
| 2007 | ACC | On Motion Coordination of Multiple Vehicles with Nonholonomic Constraints. | Feng Xie, Rafael Fierro |
| 2007 | ACC | Model Predictive Control of a Geothermally Heated Bridge Deck. | Feng Xie, James R. Whiteley |
| 2006 | ACCV | Estimating Illumination Parameters in Real Space with Application to Image Relighting. | Feng Xie, Linmi Tao, Guangyou Xu, Huijun Di |
| 2006 | CIS | Network Anomalous Attack Detection Based on Clustering and Classifier. | Hongyu Yang, Feng Xie, Yi Lu |
| 2006 | INFOCOM | Optimizing Caching Policy for Loss Recovery in Reliable Multicast. | Feng Xie, Gang Feng, Xun Yang |
| 2006 | ISPEC | Using Data Field to Analyze Network Intrusions. | Feng Xie, Shuo Bai |
| 2005 | GLOBECOM | The effects of NAK-based loss recovery mechanism on window-based multicast congestion control. | Feng Xie, Gang Feng, Chee Kheong Siew |
| 2004 | GLOBECOM | Buffer management for local loss recovery of reliable multicast. | Gang Feng, Jinyu Zhang, Feng Xie, Chee Kheong Siew |
| 2003 | GLOBECOM | Joint local loss recovery and congestion control for reliable multicast. | Feng Xie, Gang Feng, Chee Kheong Siew, Jingyu Zhang |
| 2001 | ICRA | Kinetic Collision Detection: Algorithms and Experiments. | Leonidas J. Guibas, Feng Xie, Li Zhang |