Xiaowen Chu - RankMe

407 papers A* 37A 20B 37C 12Misc 3Journal 222Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Are Dilemmas and Conflicts in LLM Alignment Solvable? A View from Priority Graph. CoRR Zhenheng Tang, Xiang Liu, Qian Wang, Eunsol Choi, Bo Li, Xiaowen Chu
2026	J	`jnl`	Dissecting Outlier Dynamics in LLM NVFP4 Pretraining. CoRR Peijie Dong, Ruibo Fan, Yuechen Tao, Di Mou, Wenhu Hu, Zhenheng Tang, Yinghao Yu, Jiamang Wang, Wenbo Su, Guodong Yang, Liping Zhang, Xiaowen Chu, Baochun Li, Bo Li
2026	J	`jnl`	Enhancing AIGC Service Efficiency With Adaptive Multi-Edge Collaboration in a Distributed System. IEEE Trans. Serv. Comput. Changfu Xu, Jianxiong Guo, Jiandian Zeng, Houming Qiu, Tian Wang, Xiaowen Chu, Jiannong Cao
2026	J	`jnl`	Hybrid Quantum-Classical Spatiotemporal Forecasting for 3D Cloud Fields. CoRR Fu Wang, Qifeng Lu, Xinyu Long, Meng Zhang, Xiaofei Yang, Weijia Cao, Xiaowen Chu
2026	J	`jnl`	Is Your LLM-as-a-Recommender Agent Trustable? LLMs' Recommendation is Easily Hacked by Biases (Preferences). CoRR Zichen Tang, Zirui Zhang, Qian Wang, Zhenheng Tang, Bo Li, Xiaowen Chu
2026	J	`jnl`	Janus-Q: End-to-End Event-Driven Trading via Hierarchical-Gated Reward Modeling. CoRR Xiang Li, Zikai Wei, Yiyan Qi, Wanyun Zhou, Xiang Liu, Penglei Sun, Jian Guo, Yongqi Zhang, Xiaowen Chu
2026	J	`jnl`	OmniReview: A Large-scale Benchmark and LLM-enhanced Framework for Realistic Reviewer Recommendation. CoRR Yehua Huang, Penglei Sun, Zebin Chen, Zhenheng Tang, Xiaowen Chu
2026	J	`jnl`	On the Spectral Flattening of Quantized Embeddings. CoRR Junlin Huang, Wenyi Fang, Zhenheng Tang, Yuxin Wang, Xueze Kang, Yang Zheng, Bo Li, Xiaowen Chu
2026	B	`conf`	ROME: Maximizing GPU Efficiency for All-Pairs Shortest Path via Taming Fine-Grained Irregularities. PPoPP Weile Luo, Yuhan Chen, Xiangrui Yu, Qiang Wang, Ruibo Fan, Hongyuan Liu, Xiaowen Chu
2026	J	`jnl`	RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task. IEEE Trans. Circuits Syst. Video Technol. Chunshan Li, Rong Wang, Xiaofei Yang, Dianhui Chu, Xishuang Han, Xiaowen Chu
2026	J	`jnl`	Resource-Efficient Personal Large Language Models Fine-Tuning With Collaborative Edge Computing. IEEE Trans. Parallel Distributed Syst. Shengyuan Ye, Bei Ouyang, Tianyi Qian, Liekang Zeng, Jingyi Li, Jiangsu Du, Xiaowen Chu, Guoliang Xing, Xu Chen
2026	J	`jnl`	Rethinking Deep Research from the Perspective of Web Content Distribution Matching. CoRR Zixuan Yu, Zhenheng Tang, Tongliang Liu, Chengqi Zhang, Xiaowen Chu, Bo Han
2026	A*	`conf`	SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models. AAAI Longteng Zhang, Sen Wu, Shuai Hou, Zhengyu Qing, Zhuo Zheng, Danning Ke, Qihong Lin, Qiang Wang, Shaohuai Shi, Xiaowen Chu
2026	J	`jnl`	SONIC: Segmented Optimized Nexus for Information Compression in Key-Value Caching. CoRR Hong Chen, Xiang Liu, Bo Wang, Yuxuan Fan, Yuanlin Chu, Zongluo Li, Xiaowen Chu, Xuming Hu
2026	J	`jnl`	Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models. CoRR Longteng Zhang, Sen Wu, Shuai Hou, Zhengyu Qing, Zhuo Zheng, Danning Ke, Qihong Lin, Qiang Wang, Shaohuai Shi, Xiaowen Chu
2026	J	`jnl`	Unleashing Expert Opinion From Social Media for Stock Prediction. IEEE Trans. Knowl. Data Eng. Wanyun Zhou, Saizhuo Wang, Xiang Li, Yiyan Qi, Jian Guo, Xiaowen Chu
2026	—	`conf`	ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression. ASPLOS (2) Ruibo Fan, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu
2026	J	`jnl`	ZipServ: Fast and Memory-Efficient LLM Inference with Hardware-Aware Lossless Compression. CoRR Ruibo Fan, Xiangrui Yu, Xinglin Pan, Zeyu Li, Weile Luo, Qiang Wang, Wei Wang, Xiaowen Chu
2025	—	`conf`	AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models. ACL (1) Qi Li, Xiaowen Chu
2025	J	`jnl`	AnTKV: Anchor Token-Aware Sub-Bit Vector Quantization for KV Cache in Large Language Models. CoRR Zeyu Li, Chuanfu Xiao, Yang Wang, Xiang Liu, Zhenheng Tang, Baotong Lu, Mao Yang, Xinyu Chen, Xiaowen Chu
2025	—	`conf`	BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems. KDD (2) Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2025	J	`jnl`	COVID-19 Lung Infection Segmentation With Cascaded Aggregation Network. IEEE Trans. Instrum. Meas. Jiangping Tang, Xiaofei Zhou, Yuhan Gao, Xiaowen Chu, Zongpeng Li, Chenggang Yan, Jiyong Zhang
2025	A*	`conf`	Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression. ICML Peijie Dong, Zhenheng Tang, Xiang Liu, Lujun Li, Xiaowen Chu, Bo Li
2025	J	`jnl`	Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression. CoRR Peijie Dong, Zhenheng Tang, Xiang Liu, Lujun Li, Xiaowen Chu, Bo Li
2025	J	`jnl`	Can LLMs Maintain Fundamental Abilities under KV Cache Compression? CoRR Xiang Liu, Zhenheng Tang, Hong Chen, Peijie Dong, Zeyu Li, Xiuze Zhou, Bo Li, Xuming Hu, Xiaowen Chu
2025	J	`jnl`	ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference. CoRR Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Bo Li, Xuming Hu, Xiaowen Chu
2025	A*	`conf`	City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning. ACM Multimedia Penglei Sun, Yaoxian Song, Xiangru Zhu, Xiang Liu, Qiang Wang, Yue Liu, Changqun Xia, Tiefeng Li, Yang Yang, Xiaowen Chu
2025	J	`jnl`	City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning. CoRR Penglei Sun, Yaoxian Song, Xiangru Zhu, Xiang Liu, Qiang Wang, Yue Liu, Changqun Xia, Tiefeng Li, Yang Yang, Xiaowen Chu
2025	—	`conf`	DeltaLag: Learning Dynamic Lead-Lag Patterns in Financial Markets. ICAIF Wanyun Zhou, Saizhuo Wang, Mihai Cucuringu, Zihao Zhang, Xiang Li, Jian Guo, Chao Zhang, Xiaowen Chu
2025	J	`jnl`	DeltaLag: Learning Dynamic Lead-Lag Patterns in Financial Markets. CoRR Wanyun Zhou, Saizhuo Wang, Mihai Cucuringu, Zihao Zhang, Xiang Li, Jian Guo, Chao Zhang, Xiaowen Chu
2025	J	`jnl`	DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference. CoRR Xiang Liu, Xuming Hu, Xiaowen Chu, Eunsol Choi
2025	J	`jnl`	Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development. CoRR Changfu Xu, Jianxiong Guo, Yuzhu Liang, Haiyang Huang, Haodong Zou, Xi Zheng, Shui Yu, Xiaowen Chu, Jiannong Cao, Tian Wang
2025	J	`jnl`	Dissecting the NVIDIA Hopper Architecture through Microbenchmarking and Multiple Level Analysis. CoRR Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Hongyuan Liu, Qiang Wang, Xiaowen Chu
2025	J	`jnl`	DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization. CoRR Zhenheng Tang, Zichen Tang, Junlin Huang, Xinglin Pan, Rudan Yan, Yuxin Wang, Amelie Chi Zhou, Shaohuai Shi, Xiaowen Chu, Bo Li
2025	J	`jnl`	EditFollower: Tunable Car Following Models for Customizable Driving Behavior. IEEE Trans. Intell. Transp. Syst. Xianda Chen, Xu Han, Meixin Zhu, Xiaowen Chu, PakHin Tiu, Xinhu Zheng, Yinhai Wang
2025	J	`jnl`	Efficient MoE Inference with Fine-Grained Scheduling of Disaggregated Expert Parallelism. CoRR Xinglin Pan, Shaohuai Shi, Wenxiang Lin, Yuxin Wang, Zhenheng Tang, Wei Wang, Xiaowen Chu
2025	J	`jnl`	ElasWave: An Elastic-Native System for Scalable Hybrid-Parallel Training. CoRR Xueze Kang, Guangyu Xiang, Yuxin Wang, Hao Zhang, Yuchu Fang, Yuhang Zhou, Zhenheng Tang, Youhui Lv, Eliran Maman, Mark Wasserman, Alon Zameret, Zhipeng Bian, Shushu Chen, Zhiyou Yu, Jin Wang, Xiaoyu Wu, Yang Zheng, Chen Tian, Xiaowen Chu
2025	J	`jnl`	Enhancing AIGC Service Efficiency with Adaptive Multi-Edge Collaboration in A Distributed System. CoRR Changfu Xu, Jianxiong Guo, Jiandian Zeng, Houming Qiu, Tian Wang, Xiaowen Chu, Jiannong Cao
2025	J	`jnl`	EnsembleFollower: A Hybrid Car-Following Framework Based on Hierarchical Planning and Reinforcement Learning. IEEE Trans. Veh. Technol. Xu Han, Xianda Chen, Meixin Zhu, Pinlong Cai, Jianshan Zhou, Xiaowen Chu
2025	—	`conf`	FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models. ASPLOS (1) Xinglin Pan, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Zhenheng Tang, Rui Wang, Bo Li, Xiaowen Chu
2025	J	`jnl`	FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models. CoRR Xinglin Pan, Wenxiang Lin, Lin Zhang, Shaohuai Shi, Zhenheng Tang, Rui Wang, Bo Li, Xiaowen Chu
2025	J	`jnl`	FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph. CoRR Xiang Li, Penglei Sun, Wanyun Zhou, Zikai Wei, Yongqi Zhang, Xiaowen Chu
2025	J	`jnl`	FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management. CoRR Xiang Liu, Hong Chen, Xuming Hu, Xiaowen Chu
2025	J	`jnl`	Guest Editorial Special Issue on Federated Learning for Big Data Applications. IEEE Trans. Big Data Xiaowen Chu, Wei Wang, Cong Wang, Yang Liu, Rongfei Zeng, Christopher G. Brinton
2025	J	`jnl`	HierMoE: Accelerating MoE Training with Hierarchical Token Deduplication and Expert Swap. CoRR Wenxiang Lin, Xinglin Pan, Lin Zhang, Shaohuai Shi, Xuan Wang, Xiaowen Chu
2025	A*	`conf`	Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection. ICLR Lei Shen, Zhenheng Tang, Lijun Wu, Yonggang Zhang, Xiaowen Chu, Tao Qin, Bo Han
2025	A*	`conf`	Interleaved Bitstream Execution for Multi-Pattern Regex Matching on GPUs. MICRO Tianao Ge, Xiaowen Chu, Hongyuan Liu
2025	A*	`conf`	Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices. INFOCOM Shengyuan Ye, Bei Ouyang, Liekang Zeng, Tianyi Qian, Xiaowen Chu, Jian Tang, Xu Chen
2025	J	`jnl`	Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices. CoRR Shengyuan Ye, Bei Ouyang, Liekang Zeng, Tianyi Qian, Xiaowen Chu, Jian Tang, Xu Chen
2025	J	`jnl`	Learning 6-DoF Fine-Grained Grasp Detection Based on Part Affordance Grounding. IEEE Trans Autom. Sci. Eng. Yaoxian Song, Penglei Sun, Piaopiao Jin, Yi Ren, Yu Zheng, Zhixu Li, Xiaowen Chu, Yue Zhang, Tiefeng Li, Jason Gu
2025	J	`jnl`	MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation. CoRR Yixiang Chen, Penglei Sun, Xiang Li, Xiaowen Chu
2025	A	`conf`	Mast: Efficient Training of Mixture-of-Experts Transformers with Task Pipelining and Ordering. ICDCS Wenxiang Lin, Xinglin Pan, Shaohuai Shi, Xuan Wang, Bo Li, Xiaowen Chu
2025	J	`jnl`	Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing. CoRR Kunfeng Lai, Zhenheng Tang, Xinglin Pan, Peijie Dong, Xiang Liu, Haolan Chen, Li Shen, Bo Li, Xiaowen Chu
2025	A	`conf`	Mitigating Contention in Stream Multiprocessors for Pipelined Mixture of Experts: An SM-Aware Scheduling Approach. ICDCS Xinglin Pan, Rui Wang, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu
2025	A*	`conf`	ParZC: Parametric Zero-Cost Proxies for Efficient NAS. AAAI Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Zimian Wei, Qiang Wang, Xiaowen Chu
2025	—	`conf`	Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research. EMNLP (Findings) Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang
2025	J	`jnl`	Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research. CoRR Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang
2025	J	`jnl`	Privacy-Preserving Large-Scale Set Intersection: An Efficient Method With Enhanced Security. IEEE Internet Things J. Yuhan Yang, Qian Xu, Huajie Shen, Bo Yu, Wei He, Lijun Wei, Jing Wu, Chengnian Long, Zhenheng Tang, Xiaowen Chu
2025	A	`conf`	RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories. IROS Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2025	J	`jnl`	RA-NeRF: Robust Neural Radiance Field Reconstruction with Accurate Camera Pose Estimation under Complex Trajectories. CoRR Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2025	—	`conf`	ReSeg-UNet: A Reconstruction-Guided Optimization Framework for Enhanced Medical Image Segmentation. MICCAI (3) Lin Li, Dong Tang, Xiaowen Chu, Xiaofei Yang, Fei Yu
2025	J	`jnl`	Reasoning Language Model Inference Serving Unveiled: An Empirical Study. CoRR Qi Li, Junpan Wu, Xiang Liu, Yuxin Wang, Zeyu Li, Zhenheng Tang, Yuhan Chen, Shaohuai Shi, Xiaowen Chu
2025	J	`jnl`	Resource-Efficient Collaborative Edge Transformer Inference With Hybrid Model Parallelism. IEEE Trans. Mob. Comput. Shengyuan Ye, Bei Ouyang, Jiangsu Du, Liekang Zeng, Tianyi Qian, Wenzhong Ou, Xiaowen Chu, Deke Guo, Yutong Lu, Xu Chen
2025	J	`jnl`	RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging. CoRR Xin He, Junxi Shen, Zhenheng Tang, Xiaowen Chu, Bo Li, Ivor W. Tsang, Yew-Soon Ong
2025	A	`conf`	SAFormer: Spatially Adaptive Transformer for Efficient and Multi-Resolution Occupancy Prediction. IROS Song Tang, Qiang Wang, Xiaowen Chu
2025	J	`jnl`	SCFusion: Enhance Infrared and Visible Modality Fusion by Preserving Salient Object Consistency. IEEE Internet Things J. Chao Yang, Fan Yang, Chao Tian, Guoqing Zhu, Qiang Wang, Zhenyu He, Xiaowen Chu
2025	J	`jnl`	SDG-Track: A Heterogeneous Observer-Follower Framework for High-Resolution UAV Tracking on Embedded Platforms. CoRR Jiawen Wen, Yu Hu, Suixuan Qiu, Jinshan Huang, Xiaowen Chu
2025	B	`conf`	SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUs. PPoPP Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yunzhe Li, Zhifeng Jiang, Yang Li, Xiaowen Chu, Huaicheng Li
2025	J	`jnl`	SGMAGNet: A Baseline Model for 3D Cloud Phase Structure Reconstruction on a New Passive Active Satellite Benchmark. CoRR Chi Yang, Fu Wang, Xiaofei Yang, Hao Huang, Weijia Cao, Xiaowen Chu
2025	A*	`conf`	STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. ICLR Peijie Dong, Lujun Li, Yuedong Zhong, Dayou Du, Ruibo Fan, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Yike Guo, Xiaowen Chu
2025	—	`conf`	ScheInfer: Efficient Inference of Large Language Models with Task Scheduling on Moderate GPUs. Euro-Par (3) Wenxiang Lin, Xinglin Pan, Shaohuai Shi, Xuan Wang, Xiaowen Chu
2025	A	`conf`	SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs. EuroSys Ruibo Fan, Xiangrui Yu, Peijie Dong, Zeyu Li, Gu Gong, Qiang Wang, Wei Wang, Xiaowen Chu
2025	—	`conf`	SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion. 3DV Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2025	J	`jnl`	SphereFusion: Efficient Panorama Depth Estimation via Gated Fusion. CoRR Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2025	J	`jnl`	The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? CoRR Zhenheng Tang, Xiang Liu, Qian Wang, Peijie Dong, Bingsheng He, Xiaowen Chu, Bo Li
2025	—	`conf`	The Multi-Round Diagnostic RAG Framework for Emulating Clinical Reasoning. BIBM Penglei Sun, Yixiang Chen, Xiang Li, Xiaowen Chu
2025	J	`jnl`	Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum. CoRR Zhuoning Guo, Mingxin Li, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Xiaowen Chu
2025	J	`jnl`	Unleashing Expert Opinion from Social Media for Stock Prediction. CoRR Wanyun Zhou, Saizhuo Wang, Xiang Li, Yiyan Qi, Jian Guo, Xiaowen Chu
2025	—	`conf`	UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation. ACL (Findings) SongTang SongTang, Kaiyong Zhao, Lei Wang, Yuliang Li, Xuebo Liu, Junyi Zou, Qiang Wang, Xiaowen Chu
2025	J	`jnl`	Venus: An Efficient Edge Memory-and-Retrieval System for VLM-based Online Video Understanding. CoRR Shengyuan Ye, Bei Ouyang, Tianyi Qian, Liekang Zeng, Mu Yuan, Xiaowen Chu, Weijie Hong, Xu Chen
2024	A*	`conf`	3D Question Answering for City Scene Understanding. ACM Multimedia Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu
2024	J	`jnl`	3D Question Answering for City Scene Understanding. CoRR Penglei Sun, Yaoxian Song, Xiang Liu, Xiaofei Yang, Qiang Wang, Tiefeng Li, Yang Yang, Xiaowen Chu
2024	J	`jnl`	A decomposition-ensemble-integration framework for carbon price forecasting. Expert Syst. Appl. Xiang Li, Yongqi Zhang, Lei Chen, Jia Li, Xiaowen Chu
2024	J	`jnl`	Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks. CoRR Changfu Xu, Jianxiong Guo, Wanyu Lin, Haodong Zou, Wentao Fan, Tian Wang, Xiaowen Chu, Jiannong Cao
2024	A*	`conf`	Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. MobiCom Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen
2024	J	`jnl`	Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices. CoRR Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen
2024	J	`jnl`	Auto-PICNN: Automated machine learning for physics-informed convolutional neural networks. CoRR Wanyun Zhou, Xiaowen Chu
2024	B	`conf`	Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. ICPP Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024	J	`jnl`	Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. CoRR Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024	A	`conf`	Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. IPDPS Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
2024	J	`jnl`	Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. CoRR Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
2024	—	`conf`	BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. ACL (1) Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
2024	J	`jnl`	BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. CoRR Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
2024	A*	`conf`	CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning. AAAI Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2024	—	`conf`	Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing. ACL (Findings) Qi Li, Xiaowen Chu
2024	J	`jnl`	Constructing Connected-Dominating-Set with Maximum Lifetime in Cognitive Radio Networks. IEEE Trans. Computers Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic
2024	—	`conf`	DTC-SpMM: Bridging the Gap in Accelerating General Sparse Matrix Multiplication with Tensor Cores. ASPLOS (3) Ruibo Fan, Wei Wang, Xiaowen Chu
2024	A*	`conf`	Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models. NeurIPS Lujun Li, Peijie Dong, Zhenheng Tang, Xiang Liu, Qiang Wang, Wenhan Luo, Wei Xue, Qifeng Liu, Xiaowen Chu, Yike Guo
2024	J	`jnl`	EditFollower: Tunable Car Following Models for Customizable Adaptive Cruise Control Systems. CoRR Xianda Chen, Xu Han, Meixin Zhu, Xiaowen Chu, PakHin Tiu, Xinhu Zheng, Yinhai Wang
2024	A	`conf`	Enhancing AI-Generated Content Efficiency Through Adaptive Multi-Edge Collaboration. ICDCS Changfu Xu, Jianxiong Guo, Jiandian Zeng, Shengguang Meng, Xiaowen Chu, Jiannong Cao, Tian Wang
2024	J	`jnl`	ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference. CoRR Xin He, Shunkang Zhang, Yuxin Wang, Haiyan Yin, Zihao Zeng, Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Ivor W. Tsang, Yew-Soon Ong
2024	A*	`conf`	FedImpro: Measuring and Improving Client Update in Federated Learning. ICLR Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xinmei Tian, Tongliang Liu, Bo Han, Xiaowen Chu
2024	J	`jnl`	FedImpro: Measuring and Improving Client Update in Federated Learning. CoRR Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xinmei Tian, Tongliang Liu, Bo Han, Xiaowen Chu
2024	J	`jnl`	From Words to Wheels: Automated Style-Customized Policy Generation for Autonomous Driving. CoRR Xu Han, Xianda Chen, Zhenghan Cai, Pinlong Cai, Meixin Zhu, Xiaowen Chu
2024	A*	`conf`	FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion. NeurIPS Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu
2024	J	`jnl`	FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion. CoRR Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu
2024	J	`jnl`	FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression. CoRR Zhenheng Tang, Xueze Kang, Yiming Yin, Xinglin Pan, Yuxin Wang, Xin He, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Amelie Chi Zhou, Bo Li, Bingsheng He, Xiaowen Chu
2024	A*	`conf`	Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
2024	J	`jnl`	Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
2024	—	`conf`	Generating and Evolving Reward Functions for Highway Driving with Large Language Models. ITSC Xu Han, Qiannan Yang, Xianda Chen, Xiaowen Chu, Meixin Zhu
2024	J	`jnl`	Generating and Evolving Reward Functions for Highway Driving with Large Language Models. CoRR Xu Han, Qiannan Yang, Xianda Chen, Xiaowen Chu, Meixin Zhu
2024	J	`jnl`	LF-Net: A Learning-Based Frenet Planning Approach for Urban Autonomous Driving. IEEE Trans. Intell. Veh. Zihan Yu, Meixin Zhu, Kehua Chen, Xiaowen Chu, Xuesong Wang
2024	—	`conf`	LPZero: Language Model Zero-cost Proxy Search from Zero. EMNLP (Findings) Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu
2024	J	`jnl`	LPZero: Language Model Zero-cost Proxy Search from Zero. CoRR Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu
2024	—	`conf`	LongGenBench: Long-context Generation Benchmark. EMNLP (Findings) Xiang Liu, Peijie Dong, Xuming Hu, Xiaowen Chu
2024	J	`jnl`	LongGenBench: Long-context Generation Benchmark. CoRR Xiang Liu, Peijie Dong, Xuming Hu, Xiaowen Chu
2024	J	`jnl`	Missile: Fine-Grained, Hardware-Level GPU Resource Isolation for Multi-Tenant DNN Inference. CoRR Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yang Li, Xiaowen Chu, Huaicheng Li
2024	J	`jnl`	Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey. CoRR Dayou Du, Gu Gong, Xiaowen Chu
2024	J	`jnl`	Multi-Task Domain Adaptation for Language Grounding with 3D Objects. CoRR Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu
2024	—	`conf`	Multi-task Domain Adaptation for Language Grounding with 3D Objects. ECCV (34) Penglei Sun, Yaoxian Song, Xinglin Pan, Peijie Dong, Xiaofei Yang, Qiang Wang, Zhixu Li, Tiefeng Li, Xiaowen Chu
2024	J	`jnl`	Multipath Based Congestion Propagation via Information Network Interaction in IIoT. IEEE Trans. Ind. Informatics Ruonan Li, Yang Qin, Jie Liu, Xiaowen Chu, Jinlong Li
2024	J	`jnl`	ParZC: Parametric Zero-Cost Proxies for Efficient NAS. CoRR Peijie Dong, Lujun Li, Xinglin Pan, Zimian Wei, Xiang Liu, Qiang Wang, Xiaowen Chu
2024	A*	`conf`	Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. INFOCOM Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li
2024	J	`jnl`	Parm: Efficient Training of Large Sparsely-Activated Models with Dedicated Schedules. CoRR Xinglin Pan, Wenxiang Lin, Shaohuai Shi, Xiaowen Chu, Weinong Sun, Bo Li
2024	A*	`conf`	Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models. ICML Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu
2024	J	`jnl`	Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models. CoRR Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu
2024	J	`jnl`	Risk-Aware Net: An Explicit Collision-Constrained Framework for Enhanced Safety Autonomous Driving. IEEE Robotics Autom. Lett. Zihan Yu, Meixin Zhu, Xiaowen Chu
2024	J	`jnl`	STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs. CoRR Peijie Dong, Lujun Li, Dayou Du, Yuhan Chen, Zhenheng Tang, Qiang Wang, Wei Xue, Wenhan Luo, Qifeng Liu, Yike Guo, Xiaowen Chu
2024	A	`conf`	ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling. EuroSys Shaohuai Shi, Xinglin Pan, Qiang Wang, Chengjian Liu, Xiaozhe Ren, Zhongzhe Hu, Yu Yang, Bo Li, Xiaowen Chu
2024	J	`jnl`	Serverless Computing. IEEE Internet Comput. Shadi Ibrahim, Omer F. Rana, Olivier Beaumont, Xiaowen Chu
2024	A*	`conf`	Should We Really Edit Language Models? On the Evaluation of Edited Language Models. NeurIPS Qi Li, Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Xinglin Pan, Xiaowen Chu
2024	J	`jnl`	Should We Really Edit Language Models? On the Evaluation of Edited Language Models. CoRR Qi Li, Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Xinglin Pan, Xiaowen Chu
2024	J	`jnl`	Task Scheduling for Efficient Inference of Large Language Models on Single Moderate GPU Systems. CoRR Wenxiang Lin, Xinglin Pan, Shaohuai Shi, Xuan Wang, Xiaowen Chu
2024	J	`jnl`	Towards Efficient and Reliable LLM Serving: A Real-World Workload Study. CoRR Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2024	—	`conf`	VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. CVPR Workshops Yujin Tang, Peijie Dong, Zhenheng Tang, Xiaowen Chu, Junwei Liang
2024	J	`jnl`	VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. CoRR Yujin Tang, Peijie Dong, Zhenheng Tang, Xiaowen Chu, Junwei Liang
2023	J	`jnl`	A Blockchain-Enabled Framework for Enhancing Scalability and Security in IIoT. IEEE Trans. Ind. Informatics Ruonan Li, Yang Qin, Canhui Wang, Mengya Li, Xiaowen Chu
2023	A*	`conf`	AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning. KDD Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han
2023	J	`jnl`	CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning. CoRR Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng
2023	A	`conf`	DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining. ICDCS Lin Zhang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li, Chengjian Liu
2023	J	`jnl`	Decoupling the All-Reduce Primitive for Accelerating Distributed Deep Learning. CoRR Lin Zhang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li, Chengjian Liu
2023	J	`jnl`	Dissecting Mining Pools of Bitcoin Network: Measurement, Analysis and Modeling. IEEE Trans. Netw. Sci. Eng. Canhui Wang, Xiaowen Chu, Yang Qin
2023	J	`jnl`	Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models. CoRR Longteng Zhang, Xiang Liu, Zeyu Li, Xinglin Pan, Peijie Dong, Ruibo Fan, Rui Guo, Xin Wang, Qiong Luo, Shaohuai Shi, Xiaowen Chu
2023	J	`jnl`	EnsembleFollower: A Hybrid Car-Following Framework Based On Reinforcement Learning and Hierarchical Planning. CoRR Xu Han, Xianda Chen, Meixin Zhu, Pinlong Cai, Jianshan Zhou, Xiaowen Chu
2023	A	`conf`	Evaluation and Optimization of Gradient Compression for Distributed Deep Learning. ICDCS Lin Zhang, Longteng Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li
2023	J	`jnl`	Evaluation and Optimization of Gradient Compression for Distributed Deep Learning. CoRR Lin Zhang, Longteng Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li
2023	A	`conf`	Fast Sparse GPU Kernels for Accelerated Training of Graph Neural Networks. IPDPS Ruibo Fan, Wei Wang, Xiaowen Chu
2023	J	`jnl`	FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training. CoRR Zhenheng Tang, Xiaowen Chu, Ryan Yide Ran, Sunwoo Lee, Shaohuai Shi, Yonggang Zhang, Yuxin Wang, Alex Qiaozhong Liang, Salman Avestimehr, Chaoyang He
2023	J	`jnl`	FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs. CoRR Zhenheng Tang, Yuxin Wang, Xin He, Longteng Zhang, Xinglin Pan, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Bingsheng He, Xiaowen Chu
2023	J	`jnl`	GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication. IEEE Trans. Parallel Distributed Syst. Zhenheng Tang, Shaohuai Shi, Bo Li, Xiaowen Chu
2023	J	`jnl`	Guest Editorial: Interplay Between Machine Learning and Networking Systems. IEEE Netw. Xiaowen Chu, Shadi Ibrahim, Jia Liu, Shiqiang Wang, Chuan Wu, Rongfei Zeng
2023	B	`conf`	Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC. IWQoS Haodong Zou, Yupeng Li, Xiaowen Chu, Changfu Xu, Tian Wang
2023	J	`jnl`	Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for IEEE 802.11ax-Based Dense WiFi Network With QoS Requirements. IEEE Trans. Mob. Comput. Shuwei Qiu, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng
2023	J	`jnl`	LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning. CoRR Longteng Zhang, Lin Zhang, Shaohuai Shi, Xiaowen Chu, Bo Li
2023	A*	`conf`	NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. AAAI Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu
2023	A*	`conf`	PipeMoE: Accelerating Mixture-of-Experts through Adaptive Pipelining. INFOCOM Shaohuai Shi, Xinglin Pan, Xiaowen Chu, Bo Li
2023	J	`jnl`	Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining. CoRR Yuxin Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Xinglin Pan, Yang Zheng, Xiaoyu Wu, Amelie Chi Zhou, Bingsheng He, Xiaowen Chu
2023	A*	`conf`	Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity. AAAI Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng
2023	—	`conf`	SMCoEdge: Simultaneous Multi-server Offloading for Collaborative Mobile Edge Computing. ICA3PP (5) Changfu Xu, Yupeng Li, Xiaowen Chu, Haodong Zou, Weijia Jia, Tian Wang
2023	J	`jnl`	Stochastic Performance Analysis of Phase Decomposition in Hyperledger Fabric. CoRR Canhui Wang, Xiaowen Chu
2022	—	`conf`	A Quality-Aware Rendezvous Framework for Cognitive Radio Networks. MSN Hai Liu, Lu Yu, Chung Keung Poon, Zhiyong Lin, Yiu-Wing Leung, Xiaowen Chu
2022	B	`conf`	An LLVM-based open-source compiler for NVIDIA GPUs. PPoPP Da Yan, Wei Wang, Xiaowen Chu
2022	—	`conf`	EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs. ECCV (16) Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu
2022	—	`conf`	EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching. ECCV (32) Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu
2022	J	`jnl`	EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching. CoRR Qiang Wang, Shaohuai Shi, Kaiyong Zhao, Xiaowen Chu
2022	J	`jnl`	Editorial: Advances in Mobile, Edge and Cloud Computing. Mob. Networks Appl. Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang
2022	J	`jnl`	Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters. IEEE Trans. Parallel Distributed Syst. Qiang Wang, Xinxin Mei, Hai Liu, Yiu-Wing Leung, Zongpeng Li, Xiaowen Chu
2022	J	`jnl`	Energy-Efficient Online Scheduling of Transformer Inference Services on GPU Servers. IEEE Trans. Green Commun. Netw. Yuxin Wang, Qiang Wang, Xiaowen Chu
2022	—	`conf`	Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification. MICCAI (1) Xin He, Guohao Ying, Jiyong Zhang, Xiaowen Chu
2022	J	`jnl`	Guest Editorial: Introduction to the Special Section on Communication-Efficient Distributed Machine Learning. IEEE Trans. Netw. Sci. Eng. Xiaowen Chu, Fausto Giunchiglia, Giovanni Neglia, David Gregg, Jiangchuan Liu
2022	J	`jnl`	Incentive Mechanisms in Federated Learning and A Game-Theoretical Approach. IEEE Netw. Rongfei Zeng, Chao Zeng, Xingwei Wang, Bo Li, Xiaowen Chu
2022	J	`jnl`	Learning Adaptive Propagation for Knowledge Graph Reasoning. CoRR Yongqi Zhang, Zhanke Zhou, Quanming Yao, Xiaowen Chu, Bo Han
2022	J	`jnl`	NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. CoRR Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu
2022	J	`jnl`	Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity. CoRR Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng
2022	—	`conf`	SphereDepth: Panorama Depth Estimation from Spherical Domain. 3DV Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng
2022	J	`jnl`	SphereDepth: Panorama Depth Estimation from Spherical Domain. CoRR Qingsong Yan, Qiang Wang, Kaiyong Zhao, Bo Li, Xiaowen Chu, Fei Deng
2022	J	`jnl`	VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems. IEEE Trans. Netw. Sci. Eng. Zhe Peng, Jianliang Xu, Xiaowen Chu, Shang Gao, Yuan Yao, Rong Gu, Yuzhe Tang
2022	A*	`conf`	Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. ICML Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu
2022	J	`jnl`	Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. CoRR Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu
2021	J	`jnl`	A Comprehensive Survey of Incentive Mechanism for Federated Learning. CoRR Rongfei Zeng, Chao Zeng, Xingwei Wang, Bo Li, Xiaowen Chu
2021	J	`jnl`	A Quantitative Survey of Communication Optimizations in Distributed Deep Learning. IEEE Netw. Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Chengjian Liu, Wei Wang, Bo Li
2021	J	`jnl`	AutoML: A survey of the state-of-the-art. Knowl. Based Syst. Xin He, Kaiyong Zhao, Xiaowen Chu
2021	J	`jnl`	Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans. CoRR Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding
2021	A*	`conf`	Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans. AAAI Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding
2021	—	`conf`	BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021	J	`jnl`	BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
2021	J	`jnl`	EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs. CoRR Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu
2021	A*	`conf`	EDNet: Efficient Disparity Estimation With Cost Volume Combination and Attention-Based Spatial Residual. CVPR Songyan Zhang, Zhicheng Wang, Qiang Wang, Jinshuo Zhang, Gang Wei, Xiaowen Chu
2021	J	`jnl`	Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans. CoRR Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, Xiaowen Chu
2021	J	`jnl`	Energy-aware Task Scheduling with Deadline Constraint in DVFS-enabled Heterogeneous Clusters. CoRR Xinxin Mei, Qiang Wang, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li
2021	J	`jnl`	Enhancing the efficiency and scalability of blockchain through probabilistic verification and clustering. Inf. Process. Manag. Mengya Li, Yang Qin, Bing Liu, Xiaowen Chu
2021	A*	`conf`	Exploiting Simultaneous Communications to Accelerate Data Parallel Distributed Deep Learning. INFOCOM Shaohuai Shi, Xiaowen Chu, Bo Li
2021	J	`jnl`	FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks. CoRR Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu
2021	J	`jnl`	FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks. CoRR Chaoyang He, Alay Dilipbhai Shah, Zhenheng Tang, Di Fan, Adarshan Naiynar Sivashunmugam, Keerti Bhogaraju, Mita Shimpi, Li Shen, Xiaowen Chu, Mahdi Soltanolkotabi, Salman Avestimehr
2021	J	`jnl`	Guest Editorial: Interplay between Machine Learning and Networking Systems. IEEE Netw. Xiaowen Chu, Xiaoming Fu, Baochun Li, Wei Wang, Hui Zang, Albert Y. Zomaya
2021	A	`conf`	IRS: A Large Naturalistic Indoor Robotics Stereo Dataset to Train Deep Models for Disparity and Surface Normal Estimation. ICME Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu
2021	J	`jnl`	Leveraging graph neural networks for point-of-interest recommendations. Neurocomputing Jiyong Zhang, Xin Liu, Xiaofei Zhou, Xiaowen Chu
2021	J	`jnl`	MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning. IEEE Trans. Parallel Distributed Syst. Shaohuai Shi, Xiaowen Chu, Bo Li
2021	—	`conf`	P SIGMOD Conference Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu
2021	B	`conf`	Simplifying low-level GPU programming with GAS. PPoPP Da Yan, Wei Wang, Xiaowen Chu
2021	—	`conf`	Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters. MLSys Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu
2021	—	`conf`	Traffic Management for Distributed Machine Learning in RDMA-enabled Data Center Networks. ICC Weihong Yang, Yang Qin, Zukai Jiang, Xiaowen Chu
2020	A	`conf`	A Multi-node Collaborative Storage Strategy via Clustering in Blockchain Network. ICDCS Mengya Li, Yang Qin, Bing Liu, Xiaowen Chu
2020	J	`jnl`	A Survey of Deep Learning Techniques for Neural Machine Translation. CoRR Shuoheng Yang, Yuxin Wang, Xiaowen Chu
2020	J	`jnl`	A probabilistic approach towards an unbiased semi-supervised cluster tree. Knowl. Based Syst. Zhaocai Sun, Xiaofeng Zhang, Yunming Ye, Xiaowen Chu, Zhi Liu
2020	J	`jnl`	An Erasure-Coded Storage System for Edge Computing. IEEE Access Lixin Liang, Huan He, Jian Zhao, Chengjian Liu, Qiuming Luo, Xiaowen Chu
2020	B	`conf`	Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training. CCGRID Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu
2020	J	`jnl`	Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs. CoRR Qiang Wang, Shaohuai Shi, Canhui Wang, Xiaowen Chu
2020	A	`conf`	Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection. ICDCS Zhenheng Tang, Shaohuai Shi, Xiaowen Chu
2020	J	`jnl`	Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection. CoRR Zhenheng Tang, Shaohuai Shi, Xiaowen Chu
2020	A*	`conf`	Communication-Efficient Distributed Deep Learning with Merged Gradient Sparsification on GPUs. INFOCOM Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li, Yang Qin, Ruihao Liu, Xinxiao Zhao
2020	J	`jnl`	Communication-Efficient Distributed Deep Learning: A Comprehensive Survey. CoRR Zhenheng Tang, Shaohuai Shi, Xiaowen Chu, Wei Wang, Bo Li
2020	J	`jnl`	Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges. CoRR Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Chengjian Liu, Wei Wang, Bo Li
2020	A	`conf`	Demystifying Tensor Cores to Optimize Half-Precision Matrix Multiply. IPDPS Da Yan, Wei Wang, Xiaowen Chu
2020	J	`jnl`	ESetStore: An Erasure-Coded Storage System With Fast Data Recovery. IEEE Trans. Parallel Distributed Syst. Chengjian Liu, Qiang Wang, Xiaowen Chu, Yiu-Wing Leung, Hai Liu
2020	B	`conf`	Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format. ICPADS Shaohuai Shi, Qiang Wang, Xiaowen Chu
2020	J	`jnl`	Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format. CoRR Shaohuai Shi, Qiang Wang, Xiaowen Chu
2020	—	`conf`	Energy-efficient Inference Service of Transformer-based Deep Learning Models on GPUs. iThings/GreenCom/CPSCom/SmartData/Cybermatics Yuxin Wang, Qiang Wang, Xiaowen Chu
2020	A*	`conf`	FADNet: A Fast and Accurate Network for Disparity Estimation. ICRA Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu
2020	J	`jnl`	FADNet: A Fast and Accurate Network for Disparity Estimation. CoRR Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu
2020	A	`conf`	FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC. ICDCS Rongfei Zeng, Shixun Zhang, Jiaqi Wang, Xiaowen Chu
2020	J	`jnl`	FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC. CoRR Rongfei Zeng, Shixun Zhang, Jiaqi Wang, Xiaowen Chu
2020	J	`jnl`	GPGPU Performance Estimation With Core and Memory Frequency Scaling. IEEE Trans. Parallel Distributed Syst. Qiang Wang, Xiaowen Chu
2020	—	`conf`	GPGPU performance estimation for frequency scaling using cross-benchmarking. GPGPU@PPoPP Qiang Wang, Chengjian Liu, Xiaowen Chu
2020	—	`conf`	Graph-DPP: Sampling Diverse Neighboring Nodes via Determinantal Point Process. WI/IAT Yaping Zheng, Junda Wu, Xiaofeng Zhang, Xiaowen Chu
2020	A*	`conf`	Joint Access Point Placement and Power-Channel-Resource-Unit Assignment for 802.11ax-Based Dense WiFi with QoS Requirements. INFOCOM Shuwei Qiu, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng
2020	A	`conf`	Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees. ECAI Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu
2020	—	`conf`	Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools. BigCom Canhui Wang, Xiaowen Chu, Yang Qin
2020	B	`conf`	Multi-Fingerprint for Wireless Localization in Time-Varying Indoor Environment. GLOBECOM Lu Yu, Yiu-Wing Leung, Xiaowen Chu, Joseph Kee-Yin Ng
2020	B	`conf`	Optimizing batched Winograd convolution on GPUs. PPoPP Da Yan, Wei Wang, Xiaowen Chu
2020	A	`conf`	Performance Characterization and Bottleneck Analysis of Hyperledger Fabric. ICDCS Canhui Wang, Xiaowen Chu
2020	J	`jnl`	Performance Characterization and Bottleneck Analysis of Hyperledger Fabric. CoRR Canhui Wang, Xiaowen Chu
2020	C	`ed.`	Quality, Reliability, Security and Robustness in Heterogeneous Systems - 15th EAI International Conference, QShine 2019, Shenzhen, China, November 22-23, 2019, Proceedings QShine Xiaowen Chu, Hongbo Jiang, Bo Li, Dan Wang, Wei Wang
2020	J	`jnl`	Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters. CoRR Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu
2019	A*	`conf`	A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification. IJCAI Shaohuai Shi, Kaiyong Zhao, Qiang Wang, Zhenheng Tang, Xiaowen Chu
2019	A	`conf`	A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. ICDCS Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu
2019	J	`jnl`	A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. CoRR Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu
2019	J	`jnl`	AutoML: A Survey of the State-of-the-Art. CoRR Xin He, Kaiyong Zhao, Xiaowen Chu
2019	—	`conf`	Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. IEEE BigData Xin He, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang
2019	J	`jnl`	Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. CoRR Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu
2019	J	`jnl`	GPU Accelerated AES Algorithm. CoRR Canhui Wang, Xiaowen Chu
2019	J	`jnl`	GPU Accelerated Keccak (SHA3) Algorithm. CoRR Canhui Wang, Xiaowen Chu
2019	J	`jnl`	IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation. CoRR Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu
2019	J	`jnl`	Layer-wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees. CoRR Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu
2019	A*	`conf`	MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms. INFOCOM Shaohuai Shi, Xiaowen Chu, Bo Li
2019	J	`jnl`	MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning. CoRR Shaohuai Shi, Xiaowen Chu, Bo Li
2019	J	`jnl`	Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools. CoRR Canhui Wang, Xiaowen Chu, Qin Yang
2019	B	`conf`	Minimal Discrepancy Placement of Sniffers and Calibrators for Wireless Indoor Localization. PIMRC Lu Yu, Yiu-Wing Leung, Xiaowen Chu, Joseph Kee-Yin Ng
2019	—	`conf`	Reducing Forks in the Blockchain via Probabilistic Verification. ICDE Workshops Bing Liu, Yang Qin, Xiaowen Chu
2019	—	`conf`	The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. e-Energy Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu
2019	J	`jnl`	The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. CoRR Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu
2019	J	`jnl`	Understanding Top-k Sparsification in Distributed Deep Learning. CoRR Shaohuai Shi, Xiaowen Chu, Ka Chun Cheung, Simon See
2018	B	`conf`	A DAG Model of Synchronous Stochastic Gradient Descent in Distributed Deep Learning. ICPADS Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li
2018	B	`conf`	Anchor Selection for Localization in Large Indoor Venues. IWQoS Omotayo Oshiga, Xiaowen Chu, Yiu-Wing Leung, Joseph Kee-Yin Ng
2018	B	`conf`	Cooperative rendezvous protocol for multiple user-pairs in cognitive radio networks. WCNC Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2018	J	`jnl`	G-CRS: GPU Accelerated Cauchy Reed-Solomon Coding. IEEE Trans. Parallel Distributed Syst. Chengjian Liu, Qiang Wang, Xiaowen Chu, Yiu-Wing Leung
2018	B	`conf`	GPGPU Performance Estimation with Core and Memory Frequency Scaling. ICPADS Qiang Wang, Xiaowen Chu
2018	J	`jnl`	Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes. CoRR Xianyan Jia, Shutao Song, Wei He, Yangzihao Wang, Haidong Rong, Feihu Zhou, Liqiang Xie, Zhenyu Guo, Yuanzhou Yang, Liwei Yu, Tiegang Chen, Guangxiao Hu, Shaohuai Shi, Xiaowen Chu
2018	J	`jnl`	MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms. CoRR Shaohuai Shi, Xiaowen Chu, Bo Li
2018	J	`jnl`	Modeling and Evaluation of Synchronous Stochastic Gradient Descent in Distributed Deep Learning on Multiple GPUs. CoRR Shaohuai Shi, Qiang Wang, Xiaowen Chu, Bo Li
2018	—	`conf`	Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs. DASC/PiCom/DataCom/CyberSciTech Shaohuai Shi, Qiang Wang, Xiaowen Chu
2018	J	`jnl`	Self-Adaptive Collective Motion of Swarm Robots. IEEE Trans Autom. Sci. Eng. Haitao Zhao, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2018	B	`conf`	ZOS: A Fast Rendezvous Algorithm Based on Set of Available Channels for Cognitive Radios. PIMRC Zhiyong Lin, Hai Liu, Lu Yu, Yiu-Wing Leung, Xiaowen Chu
2017	J	`jnl`	A survey and measurement study of GPU DVFS on energy conservation. Digit. Commun. Networks Xinxin Mei, Qiang Wang, Xiaowen Chu
2017	J	`jnl`	CBS: Community-Based Bus System as Routing Backbone for Vehicular Ad Hoc Networks. IEEE Trans. Mob. Comput. Fusang Zhang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Beihong Jin
2017	J	`jnl`	Dissecting GPU Memory Hierarchy Through Microbenchmarking. IEEE Trans. Parallel Distributed Syst. Xinxin Mei, Xiaowen Chu
2017	—	`conf`	EPPMiner: An Extended Benchmark Suite for Energy, Power and Performance Characterization of Heterogeneous Architecture. e-Energy Qiang Wang, Pengfei Xu, Yatao Zhang, Xiaowen Chu
2017	—	`conf`	Energy Efficient Job Scheduling with DVFS for CPU-GPU Heterogeneous Systems. e-Energy Vincent Chau, Xiaowen Chu, Hai Liu, Yiu-Wing Leung
2017	A*	`conf`	Energy efficient real-time task scheduling on CPU-GPU hybrid clusters. INFOCOM Xinxin Mei, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li
2017	J	`jnl`	GPGPU Performance Estimation with Core and Memory Frequency Scaling. CoRR Qiang Wang, Xiaowen Chu
2017	J	`jnl`	GPGPU Power Estimation with Core and Memory Frequency Scaling. SIGMETRICS Perform. Evaluation Rev. Qiang Wang, Xiaowen Chu
2017	J	`jnl`	Improving the Performance of Fully Connected Neural Networks by Out-of-Place Matrix Transpose. CoRR Shaohuai Shi, Pengfei Xu, Xiaowen Chu
2017	—	`conf`	Performance Evaluation of Deep Learning Tools in Docker Containers. BigCom Pengfei Xu, Shaohuai Shi, Xiaowen Chu
2017	J	`jnl`	Performance Evaluation of Deep Learning Tools in Docker Containers. CoRR Pengfei Xu, Shaohuai Shi, Xiaowen Chu
2017	J	`jnl`	Performance Modeling and Evaluation of Distributed Deep Learning Frameworks on GPUs. CoRR Shaohuai Shi, Xiaowen Chu
2017	B	`conf`	Reinsurance-Emulated Collaboration Mechanism in Cloud Federation. CLOUD Shujin Ye, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2017	J	`jnl`	Speeding up Convolutional Neural Networks By Exploiting the Sparsity of Rectifier Units. CoRR Shaohuai Shi, Xiaowen Chu
2017	B	`conf`	Supervised Learning Based Algorithm Selection for Deep Neural Networks. ICPADS Shaohuai Shi, Pengfei Xu, Xiaowen Chu
2016	J	`jnl`	A Survey and Measurement Study of GPU DVFS on Energy Conservation. CoRR Xinxin Mei, Qiang Wang, Xiaowen Chu
2016	J	`jnl`	Autonomous-Vehicle Public Transportation System: Scheduling and Admission Control. IEEE Trans. Intell. Transp. Syst. Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2016	—	`conf`	Benchmarking State-of-the-Art Deep Learning Software Tools. CCBD Shaohuai Shi, Qiang Wang, Pengfei Xu, Xiaowen Chu
2016	J	`jnl`	Benchmarking State-of-the-Art Deep Learning Software Tools. CoRR Shaohuai Shi, Qiang Wang, Pengfei Xu, Xiaowen Chu
2016	B	`conf`	Joint VM-Switch Consolidation for Energy Efficiency in Data Centers. GLOBECOM Lijia Ma, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2016	B	`conf`	Minimum-Cost Recruitment of Mobile Crowdsensing in Cellular Networks. GLOBECOM Fusang Zhang, Beihong Jin, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2016	—	`ch.`	Nash Equilibria and Dominant Strategies in Routing. Encyclopedia of Algorithms Weizhao Wang, Xiang-Yang Li, Xiaowen Chu
2016	B	`conf`	Power-Aware Wireless Transmission for Computation Offloading in Mobile Cloud. ICCCN Lei Zhang, Cong Zhang, Jiangchuan Liu, Xiaowen Chu, Ke Xu, Haiyang Wang, Yong Jiang
2016	J	`jnl`	Toward a Standard Interface for Cloud Providers: The Container as the Narrow Waist. IEEE Internet Comput. Silvery Fu, Jiangchuan Liu, Xiaowen Chu, Yueming Hu
2015	B	`conf`	Adjustable Rendezvous in Multi-Radio Cognitive Radio Networks. GLOBECOM Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2015	J	`jnl`	Autonomous Vehicle Public Transportation System: Scheduling and Admission Control. CoRR Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2015	A	`conf`	Community-Based Bus System as Routing Backbone for Vehicular Ad Hoc Networks. ICDCS Fusang Zhang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Beihong Jin
2015	J	`jnl`	Dissecting GPU Memory Hierarchy through Microbenchmarking. CoRR Xinxin Mei, Xiaowen Chu
2015	J	`jnl`	Efficient Channel-Hopping Rendezvous Algorithm Based on Available Channel Set. CoRR Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2015	J	`jnl`	Frontier technologies of trust computing and network security. Concurr. Comput. Pract. Exp. Yang Xiang, Ahmed Al-Dubi, Lei Liu, Xiaowen Chu
2015	J	`jnl`	Multiple Radios for Fast Rendezvous in Cognitive Radio Networks. IEEE Trans. Mob. Comput. Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2015	A*	`conf`	Online procurement auctions for resource pooling in client-assisted cloud storage systems. INFOCOM Jian Zhao, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li
2015	—	`conf`	PErasure: A parallel Cauchy Reed-Solomon coding library for GPUs. ICC Xiaowen Chu, Chengjian Liu, Kai Ouyang, Ling Sing Yung, Hai Liu, Yiu-Wing Leung
2015	B	`conf`	QoS Prediction for the Cloud Service Marketplace: A Grassmann Manifold Approach. CLOUD Yao Zhao, Zongpeng Li, Xiaowen Chu
2015	—	`conf`	R-Memcached: A Reliable In-Memory Cache System for Big Key-Value Stores. BigCom Chengjian Liu, Kai Ouyang, Xiaowen Chu, Hai Liu, Yiu-Wing Leung
2015	J	`jnl`	ZOS: A Fast Rendezvous Algorithm Based on Set of Available Channels for Cognitive Radios. CoRR Zhiyong Lin, Hai Liu, Lu Yu, Yiu-Wing Leung, Xiaowen Chu
2014	J	`jnl`	A parallel lattice Boltzmann method for large eddy simulation on multiple GPUs. Computing Qinjian Li, Chengwen Zhong, Kai Li, Guangyong Zhang, Xiaowei Lu, Qing Zhang, Kaiyong Zhao, Xiaowen Chu
2014	J	`jnl`	Accelerating the scoring module of mass spectrometry-based peptide identification using GPUs. BMC Bioinform. You Li, Hao Chi, Leihao Xia, Xiaowen Chu
2014	—	`conf`	Autonomous vehicle public transportation system. ICCVE Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2014	C	`conf`	Benchmarking the Memory Hierarchy of Modern GPUs. NPC Xinxin Mei, Kaiyong Zhao, Chengjian Liu, Xiaowen Chu
2014	—	`conf`	Channel-hopping based on available channel set for rendezvous of cognitive radios. ICC Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2014	—	`conf`	Core-Selecting Auctions for Dynamically Allocating Heterogeneous VMs in Cloud Computing. IEEE CLOUD Haoming Fu, Zongpeng Li, Chuan Wu, Xiaowen Chu
2014	J	`jnl`	Dissecting Darknets: Measurement and Performance Analysis. ACM Trans. Internet Techn. Xiaowen Chu, Xiaowei Chen, Adele Lu Jia, Johan A. Pouwelse, Dick H. J. Epema
2014	J	`jnl`	Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. IEEE Trans. Smart Grid Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2014	J	`jnl`	G-BLASTN: accelerating nucleotide alignment by graphics processors. Bioinform. Kaiyong Zhao, Xiaowen Chu
2014	J	`jnl`	Improving sustainability of BitTorrent darknets. Peer-to-Peer Netw. Appl. Xiaowei Chen, Xiaowen Chu, Zongpeng Li
2014	B	`conf`	Minimum latency server selection for heterogeneous cloud services. GLOBECOM He Chang, Hai Liu, Yiu-Wing Leung, Xiaowen Chu
2014	J	`jnl`	User behaviors in private BitTorrent communities. Comput. Networks Adele Lu Jia, Xiaowei Chen, Xiaowen Chu, Johan A. Pouwelse, Dick H. J. Epema
2013	—	`conf`	A measurement study of GPU DVFS on energy conservation. HotPower@SOSP Xinxin Mei, Ling Sing Yung, Kaiyong Zhao, Xiaowen Chu
2013	J	`jnl`	Efficient broadcasting in multi-hop wireless networks with a realistic physical layer. Ad Hoc Networks Gary K. W. Wong, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Chun Xie
2013	J	`jnl`	Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. CoRR Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2013	—	`conf`	Electric vehicle charging station placement. SmartGridComm Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
2013	J	`jnl`	Enhanced Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks. IEEE Commun. Lett. Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung
2013	Misc	`conf`	How to Survive and Thrive in a Private BitTorrent Community. ICDCN Adele Lu Jia, Xiaowei Chen, Xiaowen Chu, Johan A. Pouwelse, Dick H. J. Epema
2013	J	`jnl`	Minimum-Cost Sensor Placement for Required Lifetime in Wireless Sensor-Target Surveillance Networks. IEEE Trans. Parallel Distributed Syst. Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Rui Du
2013	—	`conf`	Multiple radios for effective rendezvous in cognitive radio networks. ICC Lu Yu, Hai Liu, Yiu-Wing Leung, Xiaowen Chu, Zhiyong Lin
2013	J	`jnl`	Speeding up k-Means algorithm by GPUs. J. Comput. Syst. Sci. You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu
2012	B	`conf`	Generalized-Bi-Connectivity for Fault Tolerant Cognitive Radio Networks. ICCCN Hai Liu, Youhua Zhou, Xiaowen Chu, Yiu-Wing Leung, Zhifeng Hao
2012	—	`conf`	Implementation and Analysis of AES Encryption on GPU. HPCC-ICESS Qinjian Li, Chengwen Zhong, Kaiyong Zhao, Xinxin Mei, Xiaowen Chu
2012	—	`conf`	Implementation of a Lattice Boltzmann Method for Large Eddy Simulation on Multiple GPUs. HPCC-ICESS Qinjian Li, Chengwen Zhong, Kai Li, Guangyong Zhang, Xiaowei Lu, Qing Zhang, Kaiyong Zhao, Xiaowen Chu
2012	—	`conf`	Inequity of Sharing Ratio Enhancement in Darknet: Measurement and Improvement. HPCC-ICESS Xiaowei Chen, Xiaowen Chu, Adele Lu Jia, Johan A. Pouwelse
2012	J	`jnl`	Jump-Stay Rendezvous Algorithm for Cognitive Radio Networks. IEEE Trans. Parallel Distributed Syst. Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung
2012	B	`conf`	Maximizing Lifetime of Connected-Dominating-Set in Cognitive Radio Networks. Networking (2) Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Ivan Stojmenovic
2012	J	`jnl`	On Achieving Group-Strategyproof Multicast. IEEE Trans. Parallel Distributed Syst. Zongpeng Li, Xiaowen Chu
2012	J	`jnl`	Ring-Walk Rendezvous Algorithms for Cognitive Radio Networks. Ad Hoc Sens. Wirel. Networks Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung
2012	J	`jnl`	SOAP3: ultra-fast GPU-based parallel alignment tool for short reads. Bioinform. Chi-Man Liu, Thomas K. F. Wong, Edward Wu, Ruibang Luo, Siu-Ming Yiu, Yingrui Li, Bingqiang Wang, Chang Yu, Xiaowen Chu, Kaiyong Zhao, Ruiqiang Li, Tak Wah Lam
2012	—	`conf`	Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU. HPCC-ICESS You Li, Xiaowen Chu
2012	Misc	`conf`	Taxonomy and challenges of rendezvous algorithms in cognitive radio networks. ICNC Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung
2012	J	`jnl`	Tsunami: massively parallel homomorphic hashing on many-core GPUs. Concurr. Comput. Pract. Exp. Xiaowen Chu, Kaiyong Zhao, Zongpeng Li
2012	J	`jnl`	Unveiling popularity of BitTorrent Darknets. IET Commun. Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu
2011	B	`conf`	An Authorization Model without Central Authority for Service Collaboration. GLOBECOM Ran Yang, Chuang Lin, Yixin Jiang, Xiaowen Chu
2011	J	`jnl`	Efficient dynamic task scheduling in virtualized data centers with fuzzy prediction. J. Netw. Comput. Appl. Xiangzhen Kong, Chuang Lin, Yixin Jiang, Wei Yan, Xiaowen Chu
2011	J	`jnl`	General Maximal Lifetime Sensor-Target Surveillance Problem and Its Solution. IEEE Trans. Parallel Distributed Syst. Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Xiaohua Jia, Peng-Jun Wan
2011	B	`conf`	Improving Sustainability of Private P2P Communities. ICCCN Xiaowei Chen, Xiaowen Chu, Zongpeng Li
2011	A*	`conf`	Jump-stay based channel-hopping algorithm with guaranteed rendezvous for cognitive radio networks. INFOCOM Zhiyong Lin, Hai Liu, Xiaowen Chu, Yiu-Wing Leung
2011	J	`jnl`	Quality of service management in emerging wireless networks. Int. J. Netw. Manag. Yu Wang, Changhua Wu, Xiaowen Chu
2011	—	`conf`	Trust Based Access Control in Infrastructure-Centric Environment. ICC Ran Yang, Chuang Lin, Yixin Jiang, Xiaowen Chu
2010	—	`conf`	A Lightweight Emulator for BitTorrent-Like File Sharing Systems. ICC Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu
2010	B	`conf`	An Efficient Privacy-Preserving Publish-Subscribe Service Scheme for Cloud Computing. GLOBECOM Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Fangqin Liu
2010	—	`conf`	An Efficient Recovery and Survival Scheme against Malware Attacks. ICC Xianjun Sun, Chuang Lin, Yixin Jiang, Weidong Liu, Xiaowen Chu
2010	J	`jnl`	Distributed KDC-Based Random Pairwise Key Establishment in Wireless Sensor Networks. EURASIP J. Wirel. Commun. Netw. Zhong Su, Yixin Jiang, Fengyuan Ren, Chuang Lin, Xiaowen Chu
2010	C	`conf`	GPUMP: A Multiple-Precision Integer Library for GPUs. CIT Kaiyong Zhao, Xiaowen Chu
2010	—	`conf`	Measurements, Analysis and Modeling of Private Trackers. Peer-to-Peer Computing Xiaowei Chen, Yixin Jiang, Xiaowen Chu
2010	B	`conf`	Measurements, analysis and modeling of private tracker sites. IWQoS Xiaowei Chen, Xiaowen Chu, Yixin Jiang, Fengyuan Ren
2010	J	`jnl`	Mechanism design for set cover games with selfish element agents. Theor. Comput. Sci. Xiang-Yang Li, Zheng Sun, Weizhao Wang, Xiaowen Chu, Shaojie Tang, Ping Xu
2010	B	`conf`	Performance Analysis of Data Management in Sensor Data Storage via Stochastic Petri Nets. GLOBECOM Rongfei Zeng, Chuang Lin, Yixin Jiang, Xiaowen Chu, Fangqin Liu
2010	J	`jnl`	Providing key recovery capability for mobile communications. Secur. Commun. Networks Xiaowen Chu, Yixin Jiang, Chuang Lin, Hao Yin, Bo Li
2010	J	`jnl`	Random linear network coding for peer-to-peer applications. IEEE Netw. Xiaowen Chu, Yixin Jiang
2010	J	`jnl`	Reputation and trust management in heterogeneous peer-to-peer networks. Telecommun. Syst. Xiaowen Chu, Xiaowei Chen, Kaiyong Zhao, Jiangchuan Liu
2010	—	`conf`	Reputation-Based QoS Provisioning in Cloud Computing via Dirichlet Multinomial Model. ICC Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Xuemin Shen
2010	—	`conf`	Ring-Walk Based Channel-Hopping Algorithms with Guaranteed Rendezvous for Cognitive Radio Networks. GreenCom/CPSCom Hai Liu, Zhiyong Lin, Xiaowen Chu, Yiu-Wing Leung
2010	J	`jnl`	Simple movement control algorithm for bi-connectivity in robotic sensor networks. IEEE J. Sel. Areas Commun. Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Rui Du
2010	J	`jnl`	Sparse-partial wavelength conversion: Converter placement and wavelength assignment. Opt. Switch. Netw. Xiaowen Chu, Jiangchuan Liu
2010	C	`conf`	Speeding up K-Means Algorithm by GPUs. CIT You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu
2010	B	`conf`	Unveiling Popularity of BitTorrent Darknets. GLOBECOM Xiaowei Chen, Xiaowen Chu, Jiangchuan Liu
2009	J	`jnl`	Accelerating Network Coding on Many-core GPUs and Multi-core CPUs. J. Commun. Xiaowen Chu, Kaiyong Zhao, Mea Wang
2009	—	`ch.`	Address Allocation Mechanisms for Mobile Ad Hoc Networks. Guide to Wireless Ad Hoc Networks Xiaowen Chu, Jiangchuan Liu, Yi Sun
2009	B	`conf`	An Effective Early Warning Scheme against Pollution Dissemination for BitTorrent. GLOBECOM An'an Luo, Chuang Lin, Yixin Jiang, Xiaowen Chu, Hongkun Yang
2009	J	`jnl`	Auction-Based On-Demand P2P Min-Cost Media Streaming with Network Coding. IEEE Trans. Parallel Distributed Syst. Xiaowen Chu, Kaiyong Zhao, Zongpeng Li, Anirban Mahanti
2009	—	`conf`	FAXtrac: Fast Extraction of Disk Layout. NAS Xiaowen Chu, Kai Ouyang, Xiaolei Chang
2009	J	`jnl`	Homonymous role in role-based discretionary access control. Wirel. Commun. Mob. Comput. Xiaowen Chu, Kai Ouyang, Hsiao-Hwa Chen, Jiangchuan Liu, Yixin Jiang
2009	J	`jnl`	Joint Throughput Optimization for Wireless Mesh Networks. IEEE Trans. Mob. Comput. Xiang-Yang Li, Ashraf Nusairat, Yanwei Wu, Yong Qi, Jizhong Zhao, Xiaowen Chu, Yunhao Liu
2009	B	`conf`	Maximizing Lifetime of Sensor-Target Surveillance in Wireless Sensor Networks. GLOBECOM Hai Liu, Xiaowen Chu, Yiu-Wing Leung, Xiaohua Jia, Peng-Jun Wan
2009	B	`conf`	Practical Random Linear Network Coding on GPUs. Networking Xiaowen Chu, Kaiyong Zhao, Mea Wang
2009	J	`jnl`	Reliable and Energy-Efficient Routing for Static Wireless Ad Hoc Networks with Unreliable Links. IEEE Trans. Parallel Distributed Syst. Xiang-Yang Li, Yu Wang, Haiming Chen, Xiaowen Chu, Yanwei Wu, Yong Qi
2009	C	`conf`	Risk-Aware QoP/QoS Optimization for Multimedia Applications in Wireless Networks. QSHINE Yanping Xiao, Chuang Lin, Yixin Jiang, Xiaowen Chu, Shengling Wang
2009	—	`conf`	Speeding Up Homomorpic Hashing Using GPUs. ICC Kaiyong Zhao, Xiaowen Chu, Mea Wang, Yixin Jiang
2008	—	`conf`	An Analytical Model for IEEE 802.11 Point-To-Point Link. ICC Yong Yan, Xiaowen Chu
2008	—	`conf`	Design of a Cluster-Based Web Server with Proportional Connection Delay Guarantee. ICC Ka Ho Chan, Xiaowen Chu
2008	C	`conf`	Massively Parallel Network Coding on GPUs. IPCCC Xiaowen Chu, Kaiyong Zhao, Mea Wang
2008	—	`ch.`	Nash Equilibria and Dominant Strategies in Routing. Encyclopedia of Algorithms Weizhao Wang, Xiang-Yang Li, Xiaowen Chu
2008	J	`jnl`	Provisioning of Parameterized Quality of Service in 802.11e Based Wireless Mesh Networks. Mob. Networks Appl. Xiaowen Chu
2008	—	`conf`	Quadratic Residue Based Address Allocation for Mobile Ad Hoc Networks. ICC Xiaowen Chu, Yi Sun, Ke Xu, Z. Sakander, Jiangchuan Liu
2008	C	`conf`	SepRep: A Novel Reputation Evaluation Model in Peer-to-Peer Networks. ATC Xiaowei Chen, Kaiyong Zhao, Xiaowen Chu
2008	Misc	`conf`	Spectrum Bidding in Wireless Networks and Related. COCOON Xiang-Yang Li, Ping Xu, Shaojie Tang, Xiaowen Chu
2007	J	`jnl`	A DoS and fault-tolerant authentication protocol for group communications in ad hoc networks. Comput. Commun. Yixin Jiang, Chuang Lin, Minghui Shi, Xuemin Shen, Xiaowen Chu
2007	—	`conf`	A Study of Lightpath Rerouting Schemes in Wavelength-Routed WDM Networks. ICC Xiaowen Chu, Tianming Bu, Xiang-Yang Li
2007	C	`conf`	Design of a Fuzzy PI Controller to Guarantee Proportional Delay Differentiation on Web Servers. AAIM Ka Ho Chan, Xiaowen Chu
2007	—	`conf`	MLCC: A Multi Layered Correlative Control Mechanism for the VPN Topology. IEEE NAS Kai Ouyang, Xiaowen Chu, Lijun Dong, Hengqing Wang, Ting Cai
2007	C	`conf`	On the Homonymous Role in Role-Based Discretionary Access Control. ATC Kai Ouyang, Xiaowen Chu, Yixin Jiang, Hsiao-Hwa Chen, Jiangchuan Liu
2007	—	`conf`	Utility-Aware Resource Allocation for Multi-Stream Overlay Multicast. ICC Ji Xu, Jiangchuan Liu, Hsiao-Hwa Chen, Xiaowen Chu
2006	J	`jnl`	A novel key-embedded scheme for secure video multicast systems. Comput. Electr. Eng. Hao Yin, Feng Qiu, Chuang Lin, Geyong Min, Xiaowen Chu
2006	B	`conf`	Energy Efficient Routing With Unreliable Links in Wireless Networks. MASS Xiang-Yang Li, Haiming Chen, Yantai Shu, Xiaowen Chu, Yanwei Wu
2006	J	`jnl`	Fine-Grained Scalable Video Caching for Heterogeneous Clients. IEEE Trans. Multim. Jianliang Liu, Xiaowen Xu, Xiaowen Chu
2006	J	`jnl`	Fuzzy control for guaranteeing absolute delays in web servers. Int. J. High Perform. Comput. Netw. Yaya Wei, Chuang Lin, Xiaowen Chu, Thiemo Voigt
2006	C	`conf`	Self-certified Mutual Authentication and Key Exchange Protocol for Roaming Services. ATC Xiaowen Chu, Yixin Jiang, Chuang Lin, Fujun Feng
2005	—	`conf`	A Key Embedded Video Codec for Secure Video Multicast. Communications and Multimedia Security Hao Yin, Chuang Lin, Feng Qiu, Xiaowen Chu, Geyong Min
2005	—	`conf`	A Novel Key Management and Distribution Solution for Secure Video Multicast. PCM (2) Hao Yin, Xiaowen Chu, Chuang Lin, Feng Qiu, Geyong Min
2005	—	`conf`	A novel secure wireless video surveillance system based on Intel IXP425 network processor. WMuNeP Hao Yin, Chuang Lin, Sebastien Berton, Xiaowen Chu
2005	J	`jnl`	Analytical model of sparse-partial wavelength conversion in wavelength-routed WDM networks. IEEE Commun. Lett. Xiaowen Chu, Jiangchuan Liu, Bo Li, Zhensheng Zhang
2005	C	`conf`	Class-Based Latency Assurances for Web Servers. HPCC Yaya Wei, Chuang Lin, Xiaowen Chu, Zhiguang Shan, Fengyuan Ren
2005	—	`conf`	Considering Network Context for Efficient Simulation of Highly Parallel Network Processors. ICCNMC Hao Yin, Zhangxi Tan, Chuang Lin, Geyong Min, Xiaowen Chu
2005	—	`conf`	DLCR: a new adaptive routing scheme in WDM mesh networks. ICC Xiaowen Chu, Jiangchuan Liu
2005	J	`jnl`	Dynamic routing and wavelength assignment in the presence of wavelength conversion for all-optical networks. IEEE/ACM Trans. Netw. Xiaowen Chu, Bo Li
2005	C	`conf`	Mechanism Design for Set Cover Games When Elements Are Agents. AAIM Zheng Sun, Xiang-Yang Li, Weizhao Wang, Xiaowen Chu
2005	—	`conf`	Nash Equilibria and Dominant Strategies in Routing. WINE Weizhao Wang, Xiang-Yang Li, Xiaowen Chu
2004	J	`jnl`	An Overview of Virtual Private Network (VPN): IP VPN and Optical VPN. Photonic Netw. Commun. Zhensheng Zhang, Ya-Qin Zhang, Xiaowen Chu, Bo Li
2004	A*	`conf`	Analysis of Sparse-Partial Wavelength Conversion in Wavelength-Routed WDM Networks. INFOCOM Xiaowen Chu, Jiangchuan Liu, Zhensheng Zhang
2004	A*	`conf`	Proxy Cache Management for Fine-Grained Scalable Video Streaming. INFOCOM Jiangchuan Liu, Xiaowen Chu, Jianliang Xu
2003	A*	`conf`	A Dynamic RWA Algorithm in a Wavelength-Routed All-Optical Network with Wavelength Converters. INFOCOM Xiaowen Chu, Bo Li
2003	J	`jnl`	Resource management in an integrated optical network. IEEE J. Sel. Areas Commun. Kazem Sohraby, Zhensheng Zhang, Xiaowen Chu, Bo Li
2003	J	`jnl`	Routing and wavelength assignment vs. wavelength converter placement in all-optical networks. IEEE Commun. Mag. Bo Li, Xiaowen Chu
2003	J	`jnl`	Wavelength converter placement under different RWA algorithms in wavelength-routed all-optical networks. IEEE Trans. Commun. Xiaowen Chu, Bo Li, Imrich Chlamtac
2002	B	`conf`	Routing and wavelength assignment issues in the presence of wavelength conversion for all-optical networks. GLOBECOM Xiaowen Chu, Bo Li, Kazem Sohraby, Zhensheng Zhang