Han Tian - RankMe

53 papers A* 6A 7B 1Misc 3Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization. AAAI Binhan Yang, Wei Shen, Han Tian
2026	J	`jnl`	FOSS: Learning-Based Multi-Level Design Makes FIFO More Adaptive for CDN Caching. IEEE Trans. Parallel Distributed Syst. Huiyou Zhan, Haisheng Tan, Xinyue Zhang, Han Tian, Hongqiu Ni, Yongzheng Liang, Changming Bai, Xiang-Yang Li
2026	J	`jnl`	GLANCE: continuous global-local exchange with consensus fusion for robust nodule segmentation. npj Digit. Medicine Ruijie Ming, Fengpin Wang, Taotao Zheng, Zhongjian Yu, Xiaoping Huang, Shuangyan Huang, Han Tian, Wei Wang, Jinhai Deng, Huawen Liu, Yanfang Zheng
2026	A	`conf`	Learn-to-Probe: Achieving Signal Distinguishability in Learning-based Congestion Control. EuroSys Han Tian, Wenbo Li, Junxue Zhang, Xudong Liao, Decang Sun, Donghui Chen, Bin Huang, Wenxue Li, Yong Wang, Kai Chen
2026	A	`conf`	MFS: An Efficient Model Family Serving System for LLMs. EuroSys Yunxuan Zhang, Hao Wang, Han Tian, Liu Yang, Xudong Liao, Wenxue Li, Ping Yin, Bowen Liu, Kai Chen
2026	J	`jnl`	Multi-stage Flow Scheduling for LLM Serving. CoRR Yijun Sun, Xudong Liao, Songrun Xie, Hao Chen, Han Tian, Wenxue Li, Yiming Zhang, Kai Chen
2026	J	`jnl`	Towards Fair and Efficient Congestion Control Through Multi-Agent Deep Reinforcement Learning. IEEE Trans. Netw. Han Tian, Xudong Liao, Chaoliang Zeng, Xinchen Wan, Junxue Zhang, Bing Xia, Kai Chen
2025	A*	`conf`	A Generic and Efficient Communication Framework for Message-Level In-Network Computing. INFOCOM Xinchen Wan, Luyang Li, Han Tian, Xudong Liao, Xinyang Huang, Chaoliang Zeng, Zilong Wang, Xinyu Yang, Ke Cheng, Qingsong Ning, Guyue Liu, Layong Luo, Kai Chen
2025	A	`conf`	Achieving Fairness Generalizability for Learning-based Congestion Control with Jury. EuroSys Han Tian, Xudong Liao, Decang Sun, Chaoliang Zeng, Yilun Jin, Junxue Zhang, Xinchen Wan, Zilong Wang, Yong Wang, Kai Chen
2025	J	`jnl`	Analyzing Communication Predictability in LLM Training. CoRR Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Zhenghang Ren, Xudong Liao, Han Tian, Bo Ren, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025	A*	`conf`	Coflow Scheduling for LLM Training. SIGCOMM Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen
2025	J	`jnl`	DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue. CoRR Feiyuan Zhang, Dezhi Zhu, James Ming, Yilun Jin, Di Chai, Liu Yang, Han Tian, Zhaoxin Fan, Kai Chen
2025	J	`jnl`	Depth Matching Method Based on ShapeDTW for Oil-Based Mud Imager. CoRR Fengfeng Li, Zhou Feng, Hongliang Wu, Hao Zhang, Han Tian, Peng Liu, Lixin Yuan
2025	J	`jnl`	Embedding Samples Dispatching for Recommendation Model Training in Edge Environments. CoRR Guopeng Li, Haisheng Tan, Chi Zhang, Hongqiu Ni, Zilong Wang, Xinyue Zhang, Yang Xu, Han Tian
2025	A*	`conf`	Enabling Efficient GPU Communication over Multiple NICs with FuseLink. OSDI Zhenghang Ren, Yuxuan Li, Zilong Wang, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Xudong Liao, Yijun Sun, Bowen Liu, Han Tian, Junxue Zhang, Mingfei Wang, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025	J	`jnl`	Enhancing Token Filtering Efficiency in Large Language Model Training with Collider. CoRR Di Chai, Pengbo Li, Feiyuan Zhang, Yilun Jin, Han Tian, Junxue Zhang, Kai Chen
2025	—	`conf`	Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. KDD (2) Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen
2025	J	`jnl`	FLASH-FHE: A Heterogeneous Architecture for Fully Homomorphic Encryption Acceleration. CoRR Junxue Zhang, Xiaodian Cheng, Gang Cao, Meng Dai, Yijun Sun, Han Tian, Dian Shen, Yong Wang, Kai Chen
2025	Misc	`conf`	GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters. NSDI Kaiqiang Xu, Decang Sun, Han Tian, Junxue Zhang, Kai Chen
2025	A*	`conf`	MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training. SIGCOMM Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2025	J	`jnl`	PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks. CoRR Huiyou Zhan, Xuan Zhang, Haisheng Tan, Han Tian, Dongping Yong, Junyang Zhang, Xiang-Yang Li
2025	J	`jnl`	Swift: Rethinking RDMA Control Plane for Elastic Computing. CoRR Junxue Zhang, Han Tian, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Dian Shen, Yong Wang, Kai Chen
2025	B	`conf`	TOPO-X: Co-optimize Flow Scheduling, Topology, and ML Training Parallelism. ICCCN Yixiang Hu, Han Tian, Yifang Zhao, Feng Wu, Xiang-Yang Li
2025	—	`conf`	Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping. USENIX ATC Xudong Liao, Han Tian, Xinchen Wan, Chaoliang Zeng, Hao Wang, Junxue Zhang, Mengyu Ma, Guyue Liu, Kai Chen
2025	J	`jnl`	mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. CoRR Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2024	Misc	`conf`	Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
2024	A	`conf`	Accelerating Privacy-Preserving Machine Learning With GeniBatch. EuroSys Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
2024	A	`conf`	Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
2024	J	`jnl`	Deep learning for Depression Recognition from Speech. Mob. Networks Appl. Han Tian, Zhang Zhu, Xu Jing
2024	J	`jnl`	Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-Agent Reinforcement Learning Framework. IEEE Trans. Netw. Serv. Manag. Yingya Guo, Bin Lin, Qi Tang, Yulong Ma, Huan Luo, Han Tian, Kai Chen
2024	J	`jnl`	Efficient DRL-Based Congestion Control With Ultra-Low Overhead. IEEE/ACM Trans. Netw. Han Tian, Xudong Liao, Chaoliang Zeng, Decang Sun, Junxue Zhang, Kai Chen
2024	J	`jnl`	Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. CoRR Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen
2024	J	`jnl`	High-Performance Hardware Acceleration Architecture for Cross-Silo Federated Learning. IEEE Trans. Parallel Distributed Syst. Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen
2024	J	`jnl`	PackVFL: Efficient HE Packing for Vertical Federated Learning. CoRR Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
2024	Misc	`conf`	Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
2024	J	`jnl`	Towards Fair and Efficient Learning-based Congestion Control. CoRR Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
2024	—	`conf`	Understanding Communication Characteristics of Distributed Training. APNet Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2023	—	`conf`	A Dynamic Change Mechanism for Business Process in Science and Technology Service Domain. ICSS Shuangyu Lu, Weilong Ding, Han Tian, Kunfeng Yang, Zhuofeng Zhao
2023	J	`jnl`	A Survey on Vertical Federated Learning: From a Layered Perspective. CoRR Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
2023	J	`jnl`	Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework. CoRR Yingya Guo, Qi Tang, Yulong Ma, Han Tian, Kai Chen
2023	—	`conf`	MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference. MSN Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen
2022	J	`jnl`	Driving as well as on a Sunny Day? Predicting Driver's Fixation in Rainy Weather Conditions via a Dual-Branch Visual Model. IEEE CAA J. Autom. Sinica Han Tian, Tao Deng, Hongmei Yan
2022	—	`conf`	Herald: An Embedding Scheduler for Distributed Embedding Model Training. APNet Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen
2022	A	`conf`	Multi-objective congestion control. EuroSys Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
2022	A*	`conf`	Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
2022	A	`conf`	Spine: an efficient DRL-based congestion control with ultra-low overhead. CoNEXT Han Tian, Xudong Liao, Chaoliang Zeng, Junxue Zhang, Kai Chen
2021	J	`jnl`	CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. CoRR Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
2021	J	`jnl`	Multi-Objective Congestion Control. CoRR Yiqing Ma, Han Tian, Xudong Liao, Junxue Zhang, Weiyan Wang, Kai Chen, Xin Jin
2020	J	`jnl`	Domain-specific Communication Optimization for Distributed DNN Training. CoRR Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
2020	J	`jnl`	Systematic Proportional Method for Improving the Measurement Accuracy of Passive Sensor Measurement System. IEEE Access Jintao Zhang, Gang Li, Yongshun Luo, Shuqiang Yang, Han Tian, Ling Lin
2019	J	`jnl`	Aquifer Parameter Inversion by Artificial Fish Swarm Algorithm Based on Quantum Theory. Ingénierie des Systèmes d Inf. Dasheng Zhang, Jing Tan, Han Tian, Zhongzheng Wang, Wenjun Guo
2019	J	`jnl`	Quantifying the Performance of Federated Transfer Learning. CoRR Qinghe Jing, Weiyan Wang, Junxue Zhang, Han Tian, Kai Chen
2017	J	`jnl`	Paper2vec: Citation-Context Based Document Distributed Representation for Scholar Recommendation. CoRR Han Tian, Hankz Hankui Zhuo