Skip to content
cs-conference-ranking.org

Bingsheng He

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

218

Venues

63

Active years

2004–2026

Best venue rank

A*

Where they publish

Papers

218 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIEcholess Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning.Jun Hu, Shangheng Chen, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He
2026AAAINTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification.Jun Hu, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He
2026AAAIDGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs.Yuan Li, Jun Hu, Bryan Hooi, Bingsheng He, Cheng Chen
2026ACLXtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration.Nuo Chen, Andre Huikai Lin, Jiaying Wu, Junyi Hou, Zining Zhang, Qian Wang, Xidong Wang, Bingsheng He
2026ACLDiversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation.Nuo Chen, Yicheng Tong, Yuzhe Yang, Yufei He, Xueyi Zhang, Qingyun Zou, Qian Wang, Bingsheng He
2026ASPLOSBat: Efficient Generative Recommender Serving with Bipartite Attention.Jie Sun, Shaohang Wang, Zimo Zhang, Zhengyu Liu, Yunlong Xu, Peng Sun, Bo Zhao, Bingsheng He, Fei Wu, Zeke Wang
2026ASPLOSTowards High-Goodput LLM Serving with Prefill-decode Multiplexing.Yukang Chen, Weihao Cui, Han Zhao, Ziyi Xu, Xiaoze Fan, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Bingsheng He, Quan Chen
2026EuroSysArena: Efficiently Training Large Models via Dynamic Scheduling and Adaptive Parallelism Co-Design.Chunyu Xue, Weihao Cui, Quan Chen, Chen Chen, Han Zhao, Shulai Zhang, Linmei Wang, Yan Li, Limin Xiao, Weifeng Zhang, Jing Yang, Bingsheng He, Minyi Guo
2026HPCARidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs.Hongshi Tan, Yao Chen, Xinyu Chen, Qizhen Zhang, Cheng Chen, Weng-Fai Wong, Bingsheng He
2026ICDETRADER: Real-time Arbitrage Detection via Negative Cycles on Dynamic Graphs.Bingqiao Luo, Yuhang Chen, Jiaxin Jiang, Yuheng Cong, Ziyu He, Shixuan Sun, Bingsheng He, Wee Howe Ang
2026ICDEIncremental GNN Embedding Computation on Streaming Graphs.Qiange Wang, Haoran Lv, Yanfeng Zhang, Weng-Fai Wong, Bingsheng He
2026ICDEWikiDBGraph: A Data Management Benchmark Suite for Collaborative Learning Over Database Silos.Zhaomin Wu, Ziyang Wang, Bingsheng He
2026ISCAApproaching Shannon Bound with Lossless LLM Weight Compression.Hongshi Tan, Yao Chen, Gustavo Alonso, Weng-Fai Wong, Bingsheng He
2026ISCAXtraMAC: An Efficient MAC Architecture for Mixed-Precision LLM Inference on FPGA.Feng Yu, Hongshi Tan, Yao Chen, Weng-Fai Wong, Bingsheng He
2026ISCAParetoES: Hardware-Accelerated Sparse Embedding Similarity via Pareto-Optimal Pruning.Jiaqi Zhai, Xuanhua Shi, Wenju Zhao, Kaiyi Huang, Chencheng Ye, Shunsen Lv, Zhongtian Long, Bingsheng He, Hai Jin
2026NSDIFLARE: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale.Weihao Cui, Ji Zhang, Han Zhao, Chao Liu, Jian Sha, Bo Sang, Bingsheng He, Minyi Guo, Quan Chen
2026NSDIMuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing.Chunyu Xue, Yi Pan, Weihao Cui, Quan Chen, Shulai Zhang, Bingsheng He, Minyi Guo
2026WWW'They've Stolen My GPL-Licensed Model!': Toward Standardized and Transparent Model Licensing.Moming Duan, Rui Zhao, Linshan Jiang, Nigel Shadbolt, Bingsheng He
2026WWWPaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing.Junyi Hou, Andre Huikai Lin, Nuo Chen, Yiwei Gong, Bingsheng He
2026WWWStreamFP: Fingerprint-guided Data Selection for Efficient Stream Learning.Changwu Li, Tongjun Shi, Shuhao Zhang, Binbin Chen, Bingsheng He, Xiaofei Liao, Hai Jin
2026SIGIRRobust Multimodal Recommendation via Graph Retrieval-Enhanced Modality Completion.Yuan Li, Jun Hu, Jiaxin Jiang, Bryan Hooi, Bingsheng He
2026SIGMODFeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform.Xin Tong, Xuanhe Zhou, Bingsheng He, Guoliang Li, Zirui Tang, Wei Zhou, Long Deng, Mian Lu, Yuqiang Chen, Fan Wu
2025AAAIModality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation.Jun Hu, Bryan Hooi, Bingsheng He, Yinwei Wei
2025ACLMegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs.Qian Wang, Tianyu Wang, Zhenheng Tang, Qinbin Li, Nuo Chen, Jingsheng Liang, Bingsheng He
2025ACLFederated Data-Efficient Instruction Tuning for Large Language Models.Zhen Qin, Zhaomin Wu, Bingsheng He, Shuiguang Deng
2025ASPLOSTempGraph: An Efficient Chain-driven Temporal Graph Computing Framework on the GPU.Jin Zhao, Qian Wang, Ligang He, Yu Zhang, Sheng Di, Bingsheng He, Xinlei Wang, Hui Yu, Hao Qi, Longlong Lin, Linchen Yu, Xiaofei Liao, Hai Jin
2025DACConfigurable DSP-Based CAM Architecture for Data-Intensive Applications on FPGAs.Yao Chen, Feng Yu, Di Wu, Weng-Fai Wong, Bingsheng He
2025EMNLPModel-based Large Language Model Customization as Service.Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2025EuroSysOHMiner: An Overlap-centric System for Efficient Hypergraph Pattern Mining.Hao Qi, Kang Luo, Ligang He, Yu Zhang, Minzhi Cai, Jingxin Dai, Bingsheng He, Hai Jin, Zhan Zhang, Jin Zhao, Hengshan Yue, Hui Yu, Xiaofei Liao
2025HPCAAccelES: Accelerating Top-K SpMV for Embedding Similarity via Low-bit Pruning.Jiaqi Zhai, Xuanhua Shi, Kaiyi Huang, Chencheng Ye, Weifang Hu, Bingsheng He, Hai Jin
2025ICDEVista: Vector Indexing and Search for Large-Scale Imbalanced Datasets.Yujian Fu, Cheng Chen, Yao Chen, Weng-Fai Wong, Bingsheng He
2025ICDEAn Efficient Memoization Engine for Concurrent Graph Query Processing.Sen Gao, Shengliang Lu, Shixuan Sun, Yuchen Li, Bingsheng He
2025ICDEAccelerating D-Core Maintenance over Dynamic Directed Graphs.Xuankun Liao, Qing Liu, Jiaxin Jiang, Byron Choi, Bingsheng He, Jianliang Xu
2025ICLRMulti-Label Node Classification with Label Influence Propagation.Yifei Sun, Zemin Liu, Bryan Hooi, Yang Yang, Rizal Fathony, Jia Chen, Bingsheng He
2025ICMLAdapting Precomputed Features for Efficient Graph Condensation.Yuan Li, Jun Hu, Zemin Liu, Bryan Hooi, Jia Chen, Bingsheng He
2025ICMLPosition: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance.Moming Duan, Mingzhe Du, Rui Zhao, Mengying Wang, Yinghui Wu, Nigel Shadbolt, Bingsheng He
2025IJCNLPFeather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models.Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao, Shizheng Hou, Chen Han, Zining Zhang, Pingyi Luo, Bingsheng He
2025KDDNodeImport: Imbalanced Node Classification with Node Importance Assessment.Nan Chen, Zemin Liu, Bryan Hooi, Bingsheng He, Jun Hu, Jia Chen
2025KDDScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU.Borui Xu, Zeyi Wen, Yao Chen, Weiguo Liu, Weng-Fai Wong, Bingsheng He
2025KDDBlurred Encoding for Trajectory Representation Learning.Silin Zhou, Yao Chen, Shuo Shang, Lisi Chen, Bingsheng He, Ryosuke Shibasaki
2025MICROHiPACK: Efficient Sub-8-Bit Direct Convolution with SIMD and Bitwise Management.Yao Chen, Cheng Gong, Bingsheng He
2025NAACLEvaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance.Borui Xu, Yao Chen, Zeyi Wen, Weiguo Liu, Bingsheng He
2025PPoPPHelios: Efficient Distributed Dynamic Graph Sampling for Online GNN Inference.Jie Sun, Zuocheng Shi, Li Su, Wenting Shen, Zeke Wang, Yong Li, Wenyuan Yu, Wei Lin, Fei Wu, Bingsheng He, Jingren Zhou
2025WWWAggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation.Zhen Zhang, Bingsheng He
2025SIGMODOpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML.Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li, Fan Wu, Yuqiang Chen
2024AAAIExploiting Label Skews in Federated Learning with Model Concatenation.Yiqun Diao, Qinbin Li, Bingsheng He
2024ASPLOSFaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing.Yushi Liu, Shixuan Sun, Zijun Li, Quan Chen, Sen Gao, Bingsheng He, Chao Li, Minyi Guo
2024EDBTTaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures.Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan
2024EMNLPCryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading.Yuan Li, Bingqiao Luo, Qian Wang, Nuo Chen, Xu Liu, Bingsheng He
2024ICLRConsistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision.Nan Chen, Zemin Liu, Bryan Hooi, Bingsheng He, Rizal Fathony, Jun Hu, Jia Chen
2024ICLREffective and Efficient Federated Tree Learning on Hybrid Data.Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song
2024ICLREX-Graph: A Pioneering Dataset Bridging Ethereum and X.Qian Wang, Zhen Zhang, Zemin Liu, Shengliang Lu, Bingqiao Luo, Bingsheng He
2024ICLRVertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks.Zhaomin Wu, Junyi Hou, Bingsheng He
2024ICLRPartitioning Message Passing for Graph Fraud Detection.Wei Zhuo, Zemin Liu, Bryan Hooi, Bingsheng He, Guang Tan, Rizal Fathony, Jia Chen
2024IJCAIPractical Hybrid Gradient Compression for Federated Learning Systems.Sixu Hu, Linshan Jiang, Bingsheng He
2024MICRORAHP: A Redundancy-aware Accelerator for High-performance Hypergraph Neural Network.Hui Yu, Yu Zhang, Ligang He, Yingqi Zhao, Xintao Li, Ruida Xin, Jin Zhao, Xiaofei Liao, Haikun Liu, Bingsheng He, Hai Jin
2024WWWModelGo: A Practical Tool for Machine Learning License Analysis.Moming Duan, Qinbin Li, Bingsheng He
2024WWWCollaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation.Zhen Zhang, Meihan Liu, Anhui Wang, Hongyang Chen, Zhao Li, Jiajun Bu, Bingsheng He
2024VLDBBandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing.Wentao Huang, Mo Sha, Mian Lu, Yuqiang Chen, Bingsheng He, Kian-Lee Tan
2023ICDEOpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory.Cheng Chen, Yilin Wang, Jun Yang, Yiming Liu, Mian Lu, Zhao Zheng, Bingsheng He, Weng-Fai Wong, Liang You, Penghao Sun, Yuping Zhao, Fenghua Hu, Andy Rudoff
2023ICDEA Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications (Extended abstract).Shanjiang Tang, Bingsheng He, Ce Yu, Yusen Li, Kun Li
2023ICDEA High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract).Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
2023ICDEEdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices.Chenyang Zhang, Feng Zhang, Kuangyu Chen, Mingjun Chen, Bingsheng He, Xiaoyong Du
2023ICDMLeveraging Data Density and Sparsity for Efficient SVM Training on GPUs.Borui Xu, Zeyi Wen, Lifeng Yan, Zhan Zhao, Zekun Yin, Weiguo Liu, Bingsheng He
2023ICLRTowards Addressing Label Skews in One-Shot Federated Learning.Yiqun Diao, Qinbin Li, Bingsheng He
2023ICMLAdversarial Collaborative Learning on Non-IID Features.Qinbin Li, Bingsheng He, Dawn Song
2023ICPPCommunication-Efficient Generalized Neuron Matching for Federated Learning.Sixu Hu, Qinbin Li, Bingsheng He
2023KDDReal Time Index and Search Across Large Quantities of GNN Experts for Low Latency Online Learning.Johan Kok Zhi Kang, Sien Yi Tan, Bingsheng He, Zhen Zhang
2023WWWBERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection.Sihao Hu, Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He, Ling Liu
2022CIDRMicro-architectural Analysis of OLAP Systems on Persistent Memory.Jie Liang Ang, Jefferson Chu, Hieu Le Trung, Jiajun Liu, Jiong He, Qian Lin, Bingsheng He
2022CIKMA System for Time Series Feature Extraction in Federated Learning.Siqi Wang, Jiashu Li, Mian Lu, Zhao Zheng, Yuqiang Chen, Bingsheng He
2022ICDEFederated Learning on Non-IID Data Silos: An Experimental Study.Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He
2022ICDEAdaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers.Amelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao
2022ICPPHARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks.Zining Zhang, Bingsheng He, Zhenjie Zhang
2022ISCATDGraph: a topology-driven accelerator for high-performance streaming graph processing.Jin Zhao, Yun Yang, Yu Zhang, Xiaofei Liao, Lin Gu, Ligang He, Bingsheng He, Hai Jin, Haikun Liu, Xinyu Jiang, Hui Yu
2022KDDDynamic Graph Segmentation for Deep Graph Neural Networks.Johan Kok Zhi Kang, Suwei Yang, Suriya Venkatesan, Sien Yi Tan, Feng Cheng, Bingsheng He
2022MICROReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines.Xinyu Chen, Yao Chen, Feng Cheng, Hongshi Tan, Bingsheng He, Weng-Fai Wong
2021CIKMFrom Community Search to Community Understanding: A Multimodal Community Query Engine.Zhao Li, Pengcheng Zou, Xia Chen, Shichang Hu, Peng Zhang, Yumou Zhang, Bingsheng He, Yuchen Li, Xing Tang
2021CVPRModel-Contrastive Federated Learning.Qinbin Li, Bingsheng He, Dawn Song
2021DACSkew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS.Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021DASFAADBL: Efficient Reachability Queries on Dynamic Graphs.Qiuyi Lyu, Yuchen Li, Bingsheng He, Bin Gong
2021FPGAThunderGP: HLS-based Graph Processing Framework on FPGAs.Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021HPCADepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing.Yu Zhang, Xiaofei Liao, Hai Jin, Ligang He, Bingsheng He, Haikun Liu, Lin Gu
2021ICASSPTransMask: A Compact and Fast Speech Separation Model Based on Transformer.Zining Zhang, Bingsheng He, Zhenjie Zhang
2021ICDCSGengar: An RDMA-based Distributed Hybrid Memory Pool.Zhuohui Duan, Haikun Liu, Haodi Lu, Xiaofei Liao, Hai Jin, Yu Zhang, Bingsheng He
2021IJCAIPractical One-Shot Federated Learning for Cross-Silo Setting.Qinbin Li, Bingsheng He, Dawn Song
2021IJCAIChallenges and Opportunities of Building Fast GBDT Systems.Zeyi Wen, Qinbin Li, Bingsheng He, Bin Cui
2021ICSThundeRiNG: generating multiple independent random number sequences on FPGAs.Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong
2021KDDEnhancing SVMs with Problem Context Aware Pipeline.Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen
2021SCLCCG: a locality-centric hardware accelerator for high throughput of concurrent graph processing.Jin Zhao, Yu Zhang, Xiaofei Liao, Ligang He, Bingsheng He, Hai Jin, Haikun Liu
2021SIGMODParallelizing Intra-Window Join on Multicores: An Experimental Study.Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
2021SIGMODEfficient Deep Learning Pipelines for Accurate Cost Estimations Over Large Scale Query Workload.Johan Kok Zhi Kang, Gaurav, Sien Yi Tan, Feng Cheng, Shixuan Sun, Bingsheng He
2021SIGMODCache-Efficient Fork-Processing Patterns on Large Graphs.Shengliang Lu, Shixuan Sun, Johns Paul, Yuchen Li, Bingsheng He
2021SIGMODMG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures.Johns Paul, Shengliang Lu, Bingsheng He, Chiew Tong Lau
2021SIGMODPathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration.Shixuan Sun, Yuhang Chen, Bingsheng He, Bryan Hooi
2021SIGMODGPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection.Chang Ye, Yuchen Li, Bingsheng He, Zhao Li, Jianling Sun
2020AAAIPractical Federated Gradient Boosting Decision Trees.Qinbin Li, Zeyi Wen, Bingsheng He
2020AAAIPrivacy-Preserving Gradient Boosting Decision Trees.Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
2020CIDRIs FPGA Useful for Hash Joins?Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2020CLOUDByteSeries: an in-memory time series database for large-scale monitoring systems.Xuanhua Shi, Zezhao Feng, Kaixi Li, Yongluan Zhou, Hai Jin, Yan Jiang, Bingsheng He, Zhijun Ling, Xin Li
2020GPCGradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning.Bo Liu, Wenbin Jiang, Shaofeng Zhao, Hai Jin, Bingsheng He
2020ICDCSEnergy Efficient In-memory Integer Multiplication Based on Racetrack Memory.Tao Luo, Wei Zhang, Bingsheng He, Cheng Liu, Douglas L. Maskell
2020ICDEMaxson: Reduce Duplicate Parsing Overhead on Raw Data.Xuanhua Shi, Yipeng Zhang, Hong Huang, Zhenyu Hu, Hai Jin, Huan Shen, Yongluan Zhou, Bingsheng He, Ruibo Li, Keyong Zhou
2020ICDEPA-Tree: Polled-Mode Asynchronous B+ Tree for NVMe.Li Wang, Zining Zhang, Bingsheng He, Zhenjie Zhang
2020ICDETowards Concurrent Stateful Stream Processing on Multicore Processors.Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
2020ICPPCapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs.Jiya Su, Feng Zhang, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang
2020IJCAIPewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction.Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du
2020InterspeechGAZEV: GAN-Based Zero-Shot Voice Conversion Over Non-Parallel Speech Corpus.Zining Zhang, Bingsheng He, Zhenjie Zhang
2020InterspeechX-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network.Zining Zhang, Bingsheng He, Zhenjie Zhang
2020SIGMODGPU-Accelerated Subgraph Enumeration on Partitioned Graphs.Wentian Guo, Yuchen Li, Mo Sha, Bingsheng He, Xiaokui Xiao, Kian-Lee Tan
2020USENIXFineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures.Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
2019ASPLOSDiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs.Yu Zhang, Xiaofei Liao, Hai Jin, Bingsheng He, Haikun Liu, Lin Gu
2019CIKMDeploying Hash Tables on Die-Stacked High Bandwidth Memory.Xuntao Cheng, Bingsheng He, Eric Lo, Wei Wang, Shengliang Lu, Xinyu Chen
2019FPLOn-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL-Based FPGAs.Xinyu Chen, Ronak Bajaj, Yao Chen, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2019ICDERevisiting Hash Join on Graphics Processors: A Decade Later.Johns Paul, Bingsheng He, Shengliang Lu, Chiew Tong Lau
2019ICDEAucher: Multi-modal Queries on Live Audio Streams in Real-Time.Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li
2019ICDEEfficient Multi-Class Probabilistic SVMs on GPUs.Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
2019ICPPIncorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows.Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2019SCGraphM: an efficient storage system for high throughput of concurrent graph processing.Jin Zhao, Yu Zhang, Xiaofei Liao, Ligang He, Bingsheng He, Hai Jin, Haikun Liu, Yicheng Chen
2019SIGMODBriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
2018AAAIEfficient Support Vector Machine Training Algorithm on GPUs.Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
2018ICCADFCN-engine: accelerating deconvolutional layers in classic CNN processors.Dawen Xu, Kaijie Tu, Ying Wang, Cheng Liu, Bingsheng He, Huawei Li
2018ICDEHebe: An Order-Oblivious and High-Performance Execution Scheme for Conjunctive Predicates.Zeke Wang, Kai Zhang, Haihang Zhou, Xue Liu, Bingsheng He
2018ICDERTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services.Zeyi Wen, Xingyang Liu, Hongjian Cao, Bingsheng He
2018ICPADSQuery Processing on OpenCL-Based FPGAs: Challenges and Opportunities.Johns Paul, Bingsheng He, Chiew Tong Lau
2018ICPPGLP4NN: A Convergence-invariant and Network-agnostic Light-weight Parallelization Framework for Deep Neural Networks on Modern GPUs.Hao Fu, Shanjiang Tang, Bingsheng He, Ce Yu, Jizhou Sun
2018ICPPEnergy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters.Amelie Chi Zhou, Tien-Dat Phan, Shadi Ibrahim, Bingsheng He
2018NSDIG-NET: Effective GPU Sharing in NFV Systems.Kai Zhang, Bingsheng He, Jiayu Hu, Zeke Wang, Bei Hua, Jiayi Meng, Lishan Yang
2018PPoPPvSensor: leveraging fixed-workload snippets of programs for performance variance detection.Xiongchao Tang, Jidong Zhai, Xuehai Qian, Bingsheng He, Wei Xue, Wenguang Chen
2018USENIXCGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing.Yu Zhang, Xiaofei Liao, Hai Jin, Lin Gu, Ligang He, Bingsheng He, Haikun Liu
2018VEEgMig: Efficient GPU Live Migration Optimized by Software Dirty Page for Full Virtualization.Jiacheng Ma, Xiao Zheng, Yaozu Dong, Wentai Li, Zhengwei Qi, Bingsheng He, Haibing Guan
2017CGOFinePar: irregularity-aware fine-grained workload partitioning on integrated architectures.Feng Zhang, Bo Wu, Jidong Zhai, Bingsheng He, Wenguang Chen
2017CIKMA Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture.Xuntao Cheng, Bingsheng He, Xiaoli Du, Chiew Tong Lau
2017FCCMDynamic Module Partitioning for Library Based Placement on Heterogeneous FPGAs.Fubing Mao, Wei Zhang, Bingsheng He, SiewKei Lam
2017FPGADynamic Partitioning for Library based Placement on Heterogeneous FPGAs (Abstract Only).Fubing Mao, Wei Zhang, Bingsheng He, SiewKei Lam
2017ICCADA novel two-stage modular multiplier based on racetrack memory for asymmetric cryptography.Tao Luo, Bingsheng He, Wei Zhang, Douglas L. Maskell
2017ICCADCOMBA: A comprehensive model-based analysis framework for high level synthesis of real applications.Jieru Zhao, Liang Feng, Sharad Sinha, Wei Zhang, Yun Liang, Bingsheng He
2017ICDCSOn Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters.Amelie Chi Zhou, Shadi Ibrahim, Bingsheng He
2017ICDEData Management Systems on Future Hardware: Challenges and Opportunities.Bingsheng He
2017ICDEAdaStorm: Resource Efficient Storm with Adaptive Configuration.Zujian Weng, Qi Guo, Chunkai Wang, Xiaofeng Meng, Bingsheng He
2017ICDERevisiting the Design of Data Stream Processing Systems on Multi-Core Processors.Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
2017ICDEDIDO: Dynamic Pipelines for In-Memory Key-Value Stores on Coupled CPU-GPU Architectures.Kai Zhang, Jiayu Hu, Bingsheng He, Bei Hua
2017ICDEMulti-Query Optimization for Complex Event Processing in SAP ESP.Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He
2017ICPADSMulti-objective Optimizations in Geo-Distributed Data Analytics Systems.Zhaojie Niu, Bingsheng He, Amelie Chi Zhou, Chiew Tong Lau
2017ICSHardware/software cooperative caching for hybrid DRAM/NVM memory architectures.Haikun Liu, Yujie Chen, Xiaofei Liao, Hai Jin, Bingsheng He, Long Zheng, Rentong Guo
2017SCEfficient process mapping in geo-distributed cloud data centers.Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai
2017RTCSADynamic module partitioning for library based placement on heterogeneous FPGAs.Fubing Mao, Wei Zhang, Bingsheng He, SiewKei Lam
2016ASPDACA racetrack memory based in-memory booth multiplier for cryptography application.Tao Luo, Wei Zhang, Bingsheng He, Douglas L. Maskell
2016DATEA discrete thermal controller for chip-multiprocessors.Yingnan Cui, Wei Zhang, Bingsheng He
2016FPGAAccelerating Database Query Processing on OpenCL-based FPGAs (Abstract Only).Zeke Wang, Hui Yan Cheah, Johns Paul, Bingsheng He, Wei Zhang
2016FPLRelational query processing on OpenCL-based FPGAs.Zeke Wang, Johns Paul, Hui Yan Cheah, Bingsheng He, Wei Zhang
2016HPCAA performance analysis framework for optimizing OpenCL applications on FPGAs.Zeke Wang, Bingsheng He, Wei Zhang, Shunning Jiang
2016IC2EA Study of Big Data Computing Platforms: Fairness and Energy Consumption.Zhaojie Niu, Bingsheng He
2016IC2ENot All Joules are Equal: Towards Energy-Efficient and Green-Aware Data Processing Frameworks.Zhaojie Niu, Bingsheng He, Fangming Liu
2016ICDEVColor: A practical vertex-cut based approach for coloring large graphs.Yun Peng, Byron Choi, Bingsheng He, Shuigeng Zhou, Ruzhi Xu, Xiaohui Yu
2016SCElastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures.Shanjiang Tang, Bingsheng He, Shuhao Zhang, Zhaojie Niu
2016SIGMODEfficient Query Processing on Many-core Architectures: A Case Study with Intel Xeon Phi Processor.Xuntao Cheng, Bingsheng He, Mian Lu, Chiew Tong Lau, Huynh Phung Huynh, Rick Siow Mong Goh
2016SIGMODA Study of Sorting Algorithms on Approximate Memory.Shuang Chen, Shunning Jiang, Bingsheng He, Xueyan Tang
2016SIGMODGPL: A GPU-based Pipelined Query Processing Engine.Johns Paul, Jiong He, Bingsheng He
2016USENIXgScale: Scaling up GPU Virtualization with Dynamic Sharing of Graphics Memory Space.Mochi Xue, Kun Tian, Yaozu Dong, Jiacheng Ma, Jiajun Wang, Zhengwei Qi, Bingsheng He, Haibing Guan
2015CGOOn performance debugging of unnecessary lock contentions on multicore processors: a replay-based approach.Long Zheng, Xiaofei Liao, Bingsheng He, Song Wu, Hai Jin
2015CloudComGemini: An Adaptive Performance-Fairness Scheduler for Data-Intensive Cluster Computing.Zhaojie Niu, Shanjiang Tang, Bingsheng He
2015DaMoNEnergy-Efficient Query Processing on Embedded CPU-GPU Architectures.Xuntao Cheng, Bingsheng He, Chiew Tong Lau
2015DASFAAFast Subgraph Matching on Large Graphs using Graphics Processors.Ha Nguyen Tran, Jung-Jae Kim, Bingsheng He
2015FASTNV-Tree: Reducing Consistency Cost for NVM-based Single Level Systems.Jun Yang, Qingsong Wei, Cheng Chen, Chundong Wang, Khai Leong Yong, Bingsheng He
2015FCCMImproving Data Partitioning Performance on OpenCL-Based FPGAs.Zeke Wang, Bingsheng He, Wei Zhang
2015FPLA study of data partitioning on OpenCL-based FPGAs.Zeke Wang, Bingsheng He, Wei Zhang
2015HPDCA Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in IaaS Clouds.Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau
2015ICSReal-Time In-Memory Checkpointing for Future Hybrid Memory Systems.Shen Gao, Bingsheng He, Jianliang Xu
2015MASCOTSTo Co-run, or Not to Co-run: A Performance Study on Integrated Architectures.Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang
2015PPoPPOptimization of asynchronous graph processing on GPU with hybrid coloring model.Xuanhua Shi, Junling Liang, Sheng Di, Bingsheng He, Hai Jin, Lu Lu, Zhixiang Wang, Xuan Luo, Jianlong Zhong
2015SCMonetary cost optimizations for MPI-based HPC applications on Amazon clouds: checkpoints and replicated execution.Yifan Gong, Bingsheng He, Amelie Chi Zhou
2014CloudComTowards Economic Fairness for Big Data Processing in Pay-as-You-Go Cloud Computing.Shanjiang Tang, Bu-Sung Lee, Bingsheng He
2014CloudComSimplified Resource Provisioning for Workflows in IaaS Clouds.Amelie Chi Zhou, Bingsheng He
2014ICSLong-term resource fairness: towards economic fairness on pay-as-you-use computing systems.Shanjiang Tang, Bu-Sung Lee, Bingsheng He, Haikun Liu
2014SCFinding Constant from Change: Revisiting Network Performance Aware Optimizations on IaaS Clouds.Yifan Gong, Bingsheng He, Dan Li
2014SCReciprocal Resource Fairness: Towards Cooperative Multiple-Resource Fair Sharing in IaaS Clouds.Haikun Liu, Bingsheng He
2014SECONDemo Abstract: Wind measurements for water quality studies in urban reservoirs.Wan Du, Mo Li, Zikun Xing, Bingsheng He, Lloyd Hock Chye Chua, Zhenjiang Li, Yuanqiang Zheng, Pengfei Zhou
2013CIDRGreen Databases Through Integration of Renewable Energy.Cheng Chen, Bingsheng He, Xueyan Tang, Changbing Chen, Yubao Liu
2013CloudComTowards GPU-Accelerated Large-Scale Graph Processing in the Cloud.Jianlong Zhong, Bingsheng He
2013CLUSTERDynamic slot allocation technique for MapReduce clusters.Shanjiang Tang, Bu-Sung Lee, Bingsheng He
2013EuroParMROrder: Flexible Job Ordering Optimization for Online MapReduce Workloads.Shanjiang Tang, Bu-Sung Lee, Bingsheng He
2013PAKDDSpectral Decomposition for Optimal Graph Index Prediction.Liyan Song, Yun Peng, Byron Choi, Jianliang Xu, Bingsheng He
2013PODCBrief announcement: on minimum interaction time for continuous distributed interactive computing.Lu Zhang, Xueyan Tang, Bingsheng He
2013WSCSimulation studies of viral advertisement diffusion on multi-GPU.Jiangming Jin, Stephen John Turner, Bu-Sung Lee, Jianlong Zhong, Bingsheng He
2012CCGRIDMaestro: Replica-Aware Map Scheduling for MapReduce.Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He, Gabriel Antoniu, Song Wu
2012CCGRIDA Map-Reduce Based Framework for Heterogeneous Processing Element Cluster Environments.Yu Shyang Tan, Bu-Sung Lee, Bingsheng He, Roy H. Campbell
2012CLOUDImproving large graph processing on partitioned graphs in the cloud.Rishan Chen, Mao Yang, Xuetian Weng, Byron Choi, Bingsheng He, Xiaoming Li
2012CloudComGreen-aware workload scheduling in geographically distributed data centers.Changbing Chen, Bingsheng He, Xueyan Tang
2012ICPADSGPGPU for Real-Time Data Analytics.Bingsheng He, Huynh Phung Huynh, Rick Siow Mong Goh
2012PPoPPAn overview of CMPI: network performance aware MPI in the cloud.Yifan Gong, Bingsheng He, Jianlong Zhong
2012PPoPPAn overview of Medusa: simplified graph processing on GPUs.Jianlong Zhong, Bingsheng He
2012SCRAMZzz: rank-aware dram power management with dynamic migrations and demotions.Donghong Wu, Bingsheng He, Xueyan Tang, Jianliang Xu, Minyi Guo
2011CIKMPCMLogging: reducing transaction logging overhead with PCM.Shen Gao, Jianliang Xu, Bingsheng He, Byron Choi, Haibo Hu
2011ICPPAdaptive Disk I/O Scheduling for MapReduce in Virtualized Environment.Shadi Ibrahim, Hai Jin, Lu Lu, Bingsheng He, Song Wu
2011SIGMODOperation-aware buffer management in flash-based systems.Yanfei Lv, Bin Cui, Bingsheng He, Xuexuan Chen
2010CIKMFD-buffer: a buffer manager for databases on flash disks.Sai Tung On, Yinan Li, Bingsheng He, Ming Wu, Qiong Luo, Jianliang Xu
2010CLOUDComet: batched stream processing for data intensive distributed computing.Bingsheng He, Mao Yang, Zhenyu Guo, Rishan Chen, Bing Su, Wei Lin, Lidong Zhou
2010CloudComLEEN: Locality/Fairness-Aware Key Partitioning for MapReduce in the Cloud.Shadi Ibrahim, Hai Jin, Lu Lu, Song Wu, Bingsheng He, Li Qi
2010DaMoNSupporting extended precision on graphics processors.Mian Lu, Bingsheng He, Qiong Luo
2010SIGMODLarge graph processing in the cloud.Rishan Chen, Xuetian Weng, Bingsheng He, Mao Yang
2009DaMoNFrequent itemset mining on graphics processors.Wenbin Fang, Mian Lu, Xiangye Xiao, Bingsheng He, Qiong Luo
2009DASFAAA Uniform Framework for Ad-Hoc Indexes to Answer Reachability Queries on Large Graphs.Linhong Zhu, Byron Choi, Bingsheng He, Jeffrey Xu Yu, Wee Keong Ng
2009HotOSWave Computing in the Cloud.Bingsheng He, Mao Yang, Zhenyu Guo, Rishan Chen, Wei Lin, Bing Su, Hongyi Wang, Lidong Zhou
2009ICDETree Indexing on Flash Disks.Yinan Li, Bingsheng He, Qiong Luo, Ke Yi
2009PPoPPStack-based parallel recursion on graphics processors.Ke Yang, Bingsheng He, Qiong Luo, Pedro V. Sander, Jiaoying Shi
2008SIGMODRelational joins on graphics processors.Bingsheng He, Ke Yang, Rui Fang, Mian Lu, Naga K. Govindaraju, Qiong Luo, Pedro V. Sander
2007CIDRCache-Oblivious Query Processing.Bingsheng He, Qiong Luo
2007DaMoNA general framework for improving query processing performance on multi-level memory hierarchies.Bingsheng He, Yinan Li, Qiong Luo, Dongqing Yang
2007DaMoNIn-memory grid files on graphics processors.Ke Yang, Bingsheng He, Rui Fang, Mian Lu, Naga K. Govindaraju, Qiong Luo, Pedro V. Sander, Jiaoying Shi
2007SCEfficient gather and scatter operations on graphics processors.Bingsheng He, Naga K. Govindaraju, Qiong Luo, Burton Smith
2007SIGMODGPUQP: query co-processing using graphics processors.Rui Fang, Bingsheng He, Mian Lu, Ke Yang, Naga K. Govindaraju, Qiong Luo, Pedro V. Sander
2007SIGMODEaseDB: a cache-oblivious in-memory query processor.Bingsheng He, Yinan Li, Qiong Luo, Dongqing Yang
2006CIKMCache-oblivious nested-loop joins.Bingsheng He, Qiong Luo
2006ERA Quantitative Summary of XML Structures.Zi Lin, Bingsheng He, Byron Choi
2005ICDECache-Conscious Automata for XML Filtering.Bingsheng He, Qiong Luo, Byron Choi
2004NPCAccurate Emulation of Wireless Sensor Networks.Hejun Wu, Qiong Luo, Pei Zheng, Bingsheng He, Lionel M. Ni
2004NPCThe HKUST Frog Pond - A Case Study of Sensory Data Analysis.Wenwei Xue, Bingsheng He, Hejun Wu, Qiong Luo