| 2026 | AAAI | Physics-Informed Multi-Task Learning for Battery State of Health Prediction with Uncertainty Quantification. | Tianwen Zhu, Guangyu Wu, Zhiwei Cao, Ruihang Wang, Jimin Jia, Yong Luo, Yonggang Wen |
| 2026 | ICS | SPPO: Making Million-Token LLM Training Practical on Modest GPU Clusters. | Qiaoling chen, Shenggui Li, Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2026 | SP | Efficient Fuzzy Private Set Intersection from Secret-Shared OPRF. | Xinpeng Yang, Meng Hao, Chenkai Weng, Robert H. Deng, Yonggang Wen, Tianwei Zhang |
| 2024 | ICDE | Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training. | Meng Zhang, Qinghao Hu, Cheng Wan, Haozhao Wang, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | ICML | Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. | Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao |
| 2024 | IJCAI | Joint Input and Output Coordination for Class-Incremental Learning. | Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao |
| 2024 | ICS | AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. | Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | ICS | Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. | Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | IWQoS | Lins: Reducing Communication Overhead of ZeRO for Efficient LLM Training. | Qiaoling Chen, Qinghao Hu, Guoteng Wang, Yingtong Xiong, Ting Huang, Xun Chen, Yang Gao, Hang Yan, Yonggang Wen, Tianwei Zhang, Peng Sun |
| 2024 | NSDI | Characterization of Large Language Model Development in the Datacenter. | Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang |
| 2024 | WWW | FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices. | Haozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2024 | SC | TorchGT: A Holistic System for Large-Scale Graph Transformer Training. | Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang |
| 2023 | AAAI | FedABC: Targeting Fair Competition in Personalized Federated Learning. | Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao |
| 2023 | ACL | Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction. | Changsen Yuan, Heyan Huang, Yixin Cao, Yonggang Wen |
| 2023 | ASPLOS | Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. | Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2023 | ICCV | MAS: Towards Resource-Efficient Federated Multiple-Task Learning. | Weiming Zhuang, Yonggang Wen, Lingjuan Lyu, Shuai Zhang |
| 2023 | ICDCS | Enhancing Portfolio Performance with Crypto Tokens: a Correlation Network Analysis. | Mengzhong Ma, Te Bao, Yonggang Wen |
| 2023 | OSDI | Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. | Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2023 | SENSYS | ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. | Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan |
| 2022 | CLOUD | Titan: a scheduler for foundation model fine-tuning workloads. | Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2022 | ICLR | Divergence-aware Federated Self-Supervised Learning. | Weiming Zhuang, Yonggang Wen, Shuai Zhang |
| 2022 | MMSP | Optimizing Federated Unsupervised Person Re-identification via Camera-aware Clustering. | Jiabei Liu, Weiming Zhuang, Yonggang Wen, Jun Huang, Wei Lin |
| 2022 | MMSP | Nonlinear Multi-Model Reuse. | Yong Luo, Ling-Yu Duan, Yan Bai, Tongliang Liu, Yihang Lou, Yonggang Wen |
| 2022 | SENSYS | Reducio: model reduction for data center predictive digital twins via physics-guided machine learning. | Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen |
| 2022 | USENIX | Primo: Practical Learning-Augmented Systems with Interpretable Models. | Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2022 | SERVICES | Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. | Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen |
| 2021 | ACL | Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. | Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang |
| 2021 | CLOUD | Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. | Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang |
| 2021 | CVPR | Privacy-Preserving Collaborative Learning With Automatic Transformation Search. | Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu |
| 2021 | GLOBECOM | Towards Cost-Optimal Energy Procurement for Cooling as a Service: A Data-Driven Approach. | Wei Zhang, Yonggang Wen, Fang Liu |
| 2021 | ICCV | Collaborative Unsupervised Visual Representation Learning from Decentralized Data. | Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi |
| 2021 | SC | Characterization and prediction of deep learning workloads in large-scale GPU datacenters. | Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang |
| 2021 | SENSYS | Toward explainable and interpretable building energy modelling: an explainable artificial intelligence approach. | Wei Zhang, Fang Liu, Yonggang Wen, Bernard Nee |
| 2020 | SENSYS | An Urban Tropical Thermal Comfort Dataset for Smart Buildings. | Jie Li, Yonggang Wen, Wei Zhang |
| 2020 | SENSYS | Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures. | Rongrong Wang, Duc Van Le, Rui Tan, Yew-Wah Wong, Yonggang Wen |
| 2020 | SENSYS | Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins. | Ruihang Wang, Xin Zhou, Linsen Dong, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng |
| 2019 | CIKM | ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. | Yong Luo, Huaizheng Zhang, Yonggang Wen, Xinwen Zhang |
| 2019 | ICDCS | DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning. | Yongyi Ran, Han Hu, Xin Zhou, Yonggang Wen |
| 2019 | ICDCS | Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach. | Deliang Yi, Xin Zhou, Yonggang Wen, Rui Tan |
| 2019 | VCIP | Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach. | Yan Bai, Ling-Yu Duan, Yong Luo, Shiqi Wang, Yonggang Wen, Wen Gao |
| 2019 | SENSYS | Heterogeneous Transfer Learning for Thermal Comfort Modeling. | Weizheng Hu, Yong Luo, Zongqing Lu, Yonggang Wen |
| 2019 | SENSYS | Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning. | Duc Van Le, Yingbo Liu, Rongrong Wang, Rui Tan, Yew-Wah Wong, Yonggang Wen |
| 2018 | HCI | Personalized Emotion-Aware Video Streaming for the Elderly. | Yi Dong, Han Hu, Yonggang Wen, Han Yu, Chunyan Miao |
| 2018 | ICDM | ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. | Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang |
| 2018 | ICPADS | JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution. | Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu |
| 2018 | IJCAI | Online Heterogeneous Transfer Metric Learning. | Yong Luo, Tongliang Liu, Yonggang Wen, Dacheng Tao |
| 2017 | AAAI | Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. | Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao |
| 2017 | CLUSTER | GraphH: High Performance Big Graph Analytics in Small Clusters. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao |
| 2017 | ICPADS | GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao |
| 2017 | IJCAI | Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning. | Yong Luo, Dacheng Tao, Yonggang Wen |
| 2017 | IJCAI | General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer. | Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao |
| 2017 | INFOCOM | QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service. | Guanyu Gao, Yonggang Wen, Han Hu |
| 2017 | IWQoS | MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning. | Wen Hu, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Yonggang Wen, Kaiyan Chu, Lifeng Sun |
| 2017 | SmartComp | Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan |
| 2016 | GLOBECOM | Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. | Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu |
| 2016 | ICDE | Tensor canonical correlation analysis for multi-view dimension reduction. | Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen |
| 2016 | ICPADS | Timed Dataflow: Reducing Communication Overhead for Distributed Machine Learning Systems. | Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan |
| 2016 | IJCAI | On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning. | Yong Luo, Yonggang Wen, Dacheng Tao |
| 2016 | INFOCOM | Resource provisioning and profit maximization for transcoding in Information Centric Networking. | Guanyu Gao, Yonggang Wen, Cdric Westphal |
| 2016 | ICS | Balanced Hashing and Efficient GPU Sparse General Matrix-Matrix Multiplication. | Pham Nguyen Quang Anh, Rui Fan, Yonggang Wen |
| 2015 | AAAI | Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. | Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen |
| 2015 | BMVC | Manifold Regularized Transfer Distance Metric Learning. | Haibo Shi, Yong Luo, Chao Xu, Yonggang Wen |
| 2015 | ISCAS | Adaptive configuration of cloud video transcoding. | Ming Yang, Jianfei Cai, Weiwen Zhang, Yonggang Wen, Chuan Heng Foh |
| 2015 | Networking | Towards joint resource allocation and routing to optimize video distribution over future internet. | Yichao Jin, Yonggang Wen, Cdric Westphal |
| 2014 | CloudCom | Virt Cache: Managing Virtual Disk Performance Variation in Distributed File Systems for the Cloud. | Rajesh Vellore Arumugam, Quanqing Xu, Haixiang Shi, Qingchao Cai, Yonggang Wen |
| 2014 | GLOBECOM | Enhancing user experience for multi-screen social TV streaming over wireless networks. | Huazi Zhang, Yichao Jin, Weiwen Zhang, Yonggang Wen |
| 2014 | INFOCOM | Toward profit-seeking virtual network embedding algorithm via global resource capacity. | Long Gong, Yonggang Wen, Zuqing Zhu, Tony Lee |
| 2014 | INFOCOM | Information diffusion in mobile social networks: The speed perspective. | Zongqing Lu, Yonggang Wen, Guohong Cao |
| 2014 | IWQoS | PAINT: Partial in-network transcoding for adaptive streaming in information centric network. | Yichao Jin, Yonggang Wen |
| 2014 | MMSys | Social TV analytics: a novel paradigm to transform TV watching experience. | Han Hu, Jian Huang, He Zhao, Yonggang Wen, Chang Wen Chen, Tat-Seng Chua |
| 2014 | Networking | CREATE: Correlation enhanced traffic matrix estimation in Data Center Networks. | Zhiming Hu, Yan Qiao, Jun Luo, Peng Sun, Yonggang Wen |
| 2014 | SIGCOMM | Toward a biometric-aware cloud service engine for multi-screen video applications. | Han Hu, Yichao Jin, Yonggang Wen, Tat-Seng Chua, Xuelong Li |
| 2014 | SECON | MUTAS: Multi-screen TV experience as a service through cloud centric media network. | Yichao Jin, Han Hu, Xiao Liu, Yonggang Wen |
| 2014 | SECON | Skeleton construction in mobile social networks: Algorithms and applications. | Zongqing Lu, Xiao Sun, Yonggang Wen, Guohong Cao |
| 2013 | GLOBECOM | Revenue-driven virtual network embedding based on global resource information. | Long Gong, Yonggang Wen, Zuqing Zhu, Tony Lee |
| 2013 | GLOBECOM | Power-efficient collaborative distribution of social videos over wireless community cloud. | Jian He, Yonggang Wen, Di Wu |
| 2013 | GLOBECOM | Minimizing monetary cost via cloud clone migration in multi-screen cloud social TV system. | Yichao Jin, Yonggang Wen, Han Hu |
| 2013 | ICDCS | Coordinating In-Network Caching in Content-Centric Networks: Model and Analysis. | Yanhua Li, Haiyong Xie, Yonggang Wen, Zhi-Li Zhang |
| 2013 | ICNP | vRGW: Towards network function virtualization enabled by software defined networking. | Haiyong Xie, Yanhua Li, Jin Wang, Diego R. Lpez, Tina Tsou, Yonggang Wen |
| 2013 | INFOCOM | Energy-efficient scheduling policy for collaborative execution in mobile cloud computing. | Weiwen Zhang, Yonggang Wen, Dapeng Oliver Wu |
| 2013 | ISCAS | Mobile media communication, processing, and analysis: A review of recent advances. | Wen Gao, Ling-Yu Duan, Jun Sun, Junsong Yuan, Yonggang Wen, Yap-Peng Tan, Jianfei Cai, Alex C. Kot |
| 2013 | ISCAS | Inter-screen interaction for session recognition and transfer based on cloud centric media network. | Yichao Jin, Xiao Liu, Yonggang Wen, Jianfei Cai |
| 2013 | Mobisys | Multi-screen social TV over cloud-centric media platform. | Xiang Li, Tian Xie, Yonggang Wen |
| 2013 | PERCOM | Community detection in weighted networks: Algorithms and applications. | Zongqing Lu, Yonggang Wen, Guohong Cao |
| 2013 | SIGCOMM | Cloud3DView: an interactive tool for cloud data center operations. | Jianxiong Yin, Peng Sun, Yonggang Wen, Haigang Gong, Ming Liu, Xuelong Li, Haipeng You, Jinqi Gao, Cynthia Lin |
| 2012 | CloudCom | On P2P mechanisms for VM image distribution in cloud data centers: Modeling, analysis and improvement. | Di Wu, Yupeng Zeng, Jian He, Yi Liang, Yonggang Wen |
| 2012 | GLOBECOM | Energy optimizations for data center network: Formulation and its solution. | Shuo Fang, Hui Li, Chuan Heng Foh, Yonggang Wen, Khin Mi Mi Aung |
| 2012 | GLOBECOM | Content routing and lookup schemes using global bloom filter for content-delivery-as-a-service. | Yichao Jin, Yonggang Wen |
| 2012 | GLOBECOM | Optimizing content retrieval delay for LT-based distributed cloud storage systems. | Haifeng Lu, Chuan Heng Foh, Yonggang Wen, Jianfei Cai |
| 2012 | GLOBECOM | QoE-driven cache management for HTTP adaptive bit rate (ABR) streaming over wireless networks. | Weiwen Zhang, Yonggang Wen, Zhenzhong Chen, Ashish Khisti |
| 2012 | INFOCOM | Energy efficiency and server virtualization in data centers: An empirical investigation. | Yichao Jin, Yonggang Wen, Qinghua Chen |
| 2012 | INFOCOM | Energy-optimal mobile application execution: Taming resource-poor mobile devices with cloud clones. | Yonggang Wen, Weiwen Zhang, Haiyun Luo |
| 2012 | MASS | Credit routing for source-location privacy protection in wireless sensor networks. | Zongqing Lu, Yonggang Wen |
| 2012 | MOBICOM | Towards the traffic hole problem in VANETs. | Chao Song, Ming Liu, Yonggang Wen, Guihai Chen, Jiannong Cao |
| 2012 | SAC | Private data deduplication protocols in cloud storage. | Wee Keong Ng, Yonggang Wen, Huafei Zhu |
| 2011 | GLOBECOM | Lightweight packet scheduling algorithms for content uploading from mobile devices to media cloud. | Yonggang Wen, Ge Zhang, Xiaoqing Zhu |
| 2011 | ICNP | Towards name-based trust and security for content-centric network. | Xinwen Zhang, Katharine Chang, Huijun Xiong, Yonggang Wen, Guangyu Shi, Guoqiang Wang |
| 2011 | INFOCOM | The last minute: Efficient Data Evacuation strategy for sensor networks in post-disaster applications. | Ming Liu, Haigang Gong, Yonggang Wen, Guihai Chen, Jiannong Cao |
| 2011 | INFOCOM | On file-based content distribution over wireless networks via multiple paths: Coding and delay trade-off. | Jun Sun, Yonggang Wen, Lizhong Zheng |
| 2007 | INFOCOM | Non-Adaptive Fault Diagnosis for All-Optical Networks via Combinatorial Group Testing on Graphs. | Nicholas J. A. Harvey, Mihai Patrascu, Yonggang Wen, Sergey Yekhanin, Vincent W. S. Chan |
| 2007 | WCNC | On Minimum-Delay Data Block Transport over Two-Connected Mesh Networks. | Yonggang Wen, Jun Sun |
| 2006 | GLOBECOM | Efficient Fault Detection and Localization for All-Optical Networks. | Yonggang Wen, Vincent W. S. Chan, Lizhong Zheng |
| 2006 | ISIT | Efficient fault diagnosis for all-optical networks: an information theoretic approach. | Yonggang Wen, Vincent W. S. Chan, Lizhong Zheng |
| 2005 | ISIT | Network monitoring in multicast networks using network coding. | Tracey Ho, Ben Leong, Yu-Han Chang, Yonggang Wen, Ralf Ktter |
| 2003 | GLOBECOM | Ultra-reliable communication over unreliable optical networks via lightpath diversity: system characterization and optimization. | Yonggang Wen, Vincent W. S. Chan |