Bin Ren
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
90
Venues
38
Active years
2004–2026
Best venue rank
A*
Where they publish
- A*CVPR9 papers
- A*AAAI8 papers
- AICS7 papers
- BPPoPP4 papers
- A*ASPLOS4 papers
- A*ICCV4 papers
- A*IJCAI4 papers
- MulticonferenceICASSP3 papers
- BIJCNN3 papers
- A*ECCV3 papers
- ARTAS3 papers
- CIPIN3 papers
- ACGO3 papers
- BCCGRID2 papers
- BICIP2 papers
- A*ICDM2 papers
- ABMVC2 papers
- A*DAC2 papers
- A*PLDI2 papers
- ASC2 papers
- A*ACL1 paper
- BEuroPar1 paper
- AWSDM1 paper
- AIROS1 paper
- BPRICAI1 paper
- BSMC1 paper
- BACCV1 paper
- CCSCWD1 paper
- ADATE1 paper
- A*ICLR1 paper
- AUSENIX1 paper
- A*MICRO1 paper
- CACML1 paper
- BASPDAC1 paper
- NationalHiPC1 paper
- A*ICML1 paper
- BICPP1 paper
- NationalWISA1 paper
Papers
90 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Masked Clustering Prediction for Unsupervised Point Cloud Pre-training. | Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi, Nicu Sebe, Guofeng Mei |
| 2026 | AAAI | From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy. | Xiangping Zheng, Xiuxin Hao, Bo Wu, Wei Li, Bin Ren, Bin Tang, Yuhui Guo, Xun Liang, Zhiwen Yu |
| 2026 | ACL | Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods. | Chenfei Liao, Wensong Wang, Zichen Wen, Xu Zheng, Yiyu Wang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Xin Zou, Yuqian Fu, Bin Ren, Linfeng Zhang, Xuming Hu |
| 2026 | CCGRID | Green or Fast? Learning to Balance Cold Starts and Idle Carbon in Serverless Computing. | Bowen Sun, Christos D. Antonopoulos, Evgenia Smirni, Bin Ren, Nikolaos Bellas, Spyros Lalis |
| 2026 | CCGRID | Artifact Appendix for Green or Fast? Learning to Balance Cold Starts and Idle Carbon in Serverless Computing. | Bowen Sun, Christos D. Antonopoulos, Evgenia Smirni, Bin Ren, Nikolaos Bellas, Spyros Lalis |
| 2026 | EuroPar | PeakLife: Proactive VM Management via Joint Forecasting. | Bowen Sun, Christos D. Antonopoulos, Evgenia Smirni, Bin Ren, Nikolaos Bellas, Spyros Lalis |
| 2026 | PPoPP | A Distributed Matrix-Block-Vector Multiplication in Presence of System Performance Variability. | Yuchen Ma, Bin Ren, Andreas Stathopoulos |
| 2026 | WSDM | Pre-training Language Model for Friend Recommendation: A Case Study of Large Social Graph. | Bin Ren, Wei Sun, Shuqi Feng, Yunzhong He, Jun Xiao |
| 2025 | ASPLOS | Generalizing Reuse Patterns for Efficient DNN on Microcontrollers. | Jiesong Liu, Bin Ren, Xipeng Shen |
| 2025 | CVPR | The Tenth NTIRE 2025 Image Denoising Challenge Report. | Lei Sun, Hang Guo, Bin Ren, Luc Van Gool, Radu Timofte, Yawei Li |
| 2025 | CVPR | NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results. | Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li |
| 2025 | CVPR | NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results. | Xiaoning Liu, Zongwei Wu, Florin-Alexandru Vasluianu, Hailong Yan, Bin Ren, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Kangbiao Shi, Yixu Feng, Tao Hu, Yu Cao, Peng Wu, Yijin Liang, Yanning Zhang, Qingsen Yan, Han Zhou, Wei Dong, Yan Min, Mohab Kishawy, Jun Chen, Pengpeng Yu, Anjin Park, Seung-Soo Lee, Young-Joon Park, Zixiao Hu, Junyv Liu, Huilin Zhang, Jun Zhang, Fei Wan, Bingxin Xu, Hongzhe Liu, Cheng Xu, Weiguo Pan, Songyin Dai, Xunpeng Yi, Qinglong Yan, Yibing Zhang, Jiayi Ma, Changhui Hu, Kerui Hu, Donghang Jing, Tiesheng Chen, Zhi Jin, Hongjun Wu, Biao Huang, Haitao Ling, Jiahao Wu, Dandan Zhan, G. Gyaneshwar Rao, Vijayalaxmi Ashok Aralikatti, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Ruirui Lin, Guoxi Huang, Nantheera Anantrasirichai, Qirui Yang, Alexandru Brateanu, Ciprian Orhei, Cosmin Ancuti, Daniel Feijoo, Juan C. Benito, lvaro Garca, Marcos V. Conde, Yang Qin, Raul Balmez, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Tianyi Mao, Huan Zheng, Yanyan Wei, Shengeng Tang, Dan Guo, Zhao Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Ao Li, Xiangtao Zhang, Zhe Liu, Yijie Tang, Jialong Tang, Zhicheng Fu, Gong Chen, Joe Nasti, John Nicholson, Zeyu Xiao, Zhuoyuan Li, Ashutosh Kulkarni, Prashant W. Patil, Santosh Kumar Vipparthi, Subrahmanyam Murala, Duan Liu, Weile Li, Hangyuan Lu, Rixian Liu, Tengfeng Wang, Jinxing Liang, Chenxin Yu |
| 2025 | CVPR | The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report. | Bin Ren, Hang Guo, Lei Sun, Zongwei Wu, Radu Timofte, Yawei Li |
| 2025 | ICASSP | Multi-Stage Multimodal Distillation for Audio-Visual Speaker Tracking. | Yidi Li, Wenkai Zhao, Zeyu Wang, Zhenhuan Xu, Bin Ren, Nicu Sebe |
| 2025 | ICCV | ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives. | Yuqian Fu, Runze Wang, Bin Ren, Guolei Sun, Biao Gong, Yanwei Fu, Danda Pani Paudel, Xuanjing Huang, Luc Van Gool |
| 2025 | ICCV | SceneSplat: Gaussian Splatting-Based Scene Understanding with Vision-Language Pretraining. | Yue Li, Qi Ma, Runyi Yang, Huapeng Li, Mengjiao Ma, Bin Ren, Nikola Popovic, Nicu Sebe, Ender Konukoglu, Theo Gevers, Luc Van Gool, Martin R. Oswald, Danda Pani Paudel |
| 2025 | ICCV | AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results. | Chao Wang, Francesco Banterle, Bin Ren, Radu Timofte, Xin Lu, Yufeng Peng, Chengjie Ge, Zhijing Sun, Ziang Zhou, Zihao Li, Zishun Liao, Qiyu Kang, Xueyang Fu, Zheng-Jun Zha, Zhijing Sun, Xingbo Wang, Kean Liu, Senyan Xu, Yang Qiu, Yifan Ding, Gabriel Eilertsen, Jonas Unger, Zihao Wang, Ke Wu, Jinshan Pan, Zhen Liu, Zhongyang Li, Shuai Liu, S. M. Nadim Uddin |
| 2025 | ICIP | Sinogram Inpainting with Physics-Guided Latent Diffusion Model for Synchrotron Light Sources. | Srutarshi Banerjee, Jiaze E, Bin Ren, Tekin Bicer |
| 2025 | IJCNN | Progressive Multifaceted Dynamic Hypergraph Convolutional Network Model for Traffic Flow Prediction. | Bin Ren, Yongfa Zhang, Yamin Wen, Haocheng Luo, Tao Cheng, Chunhong He |
| 2025 | IROS | Spatial-Temporal Graph Contrastive Learning with Decreasing Masks for Traffic Flow Forecasting. | Bin Ren, Yongfa Zhang, Yamin Wen, Haocheng Luo, Hao Zhang, Chunhong He |
| 2025 | ICS | TMModel: Modeling Texture Memory and Mobile GPU Performance to Accelerate DNN Computations. | Jiexiong Guan, Zhenqing Hu, Christos D. Antonopoulos, Nikolaos Bellas, Spyros Lalis, Evgenia Smirni, Gang Zhou, Gagan Agrawal, Bin Ren |
| 2025 | PRICAI | Spatio-Temporal Dynamic Multi-scale Graph Convolutional Networks for Traffic Flow Prediction. | Bin Ren, Jiawei Wang, Hao Zhang, Lianghong Wu, Yaming Wen, Chunhong He |
| 2025 | SMC | Dynamic Multi-scale Adaptive Graph Convolutional Network For Traffic Flow Prediction. | Bin Ren, Hao Zhang, Jiawei Wang, Haocheng Luo, Yamin Wen, Chunhong He |
| 2024 | ACCV | Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-supervised Learning. | Bin Ren, Guofeng Mei, Danda Pani Paudel, Weijie Wang, Yawei Li, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Nicu Sebe |
| 2024 | ASPLOS | SoD | Wei Niu, Gagan Agrawal, Bin Ren |
| 2024 | ASPLOS | SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile. | Wei Niu, Md. Musfiqur Rahman Sanim, Zhihao Shu, Jiexiong Guan, Xipeng Shen, Miao Yin, Gagan Agrawal, Bin Ren |
| 2024 | CSCWD | Dynamic Adaptive Graph Convolutional Networks for Traffic Flow Regulation. | Bin Ren, Yongdong Wei, Chunhong He |
| 2024 | CVPR | The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. | Bin Ren, Yawei Li, Nancy Mehta, Radu Timofte, Hongyuan Yu, Cheng Wan, Yuxin Hong, Bingnan Han, Zhuoyuan Wu, Yajun Zou, Yuqing Liu, Jizhe Li, Keji He, Chao Fan, Heng Zhang, Xiaolin Zhang, Xuanwu Yin, Kunlong Zuo, Bohao Liao, Peizhe Xia, Long Peng, Zhibo Du, Xin Di, Wangkai Li, Yang Wang, Wei Zhai, Renjing Pei, Jiaming Guo, Songcen Xu, Yang Cao, Zhengjun Zha, Yan Wang, Yi Liu, Qing Wang, Gang Zhang, Liou Zhang, Shijie Zhao, Long Sun, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Xin Liu, Min Yan, Qian Wang, Menghan Zhou, Yiqiang Yan, Yixuan Liu, Wensong Chan, Dehua Tang, Dong Zhou, Li Wang, Lu Tian, Emad Barsoum, Bohan Jia, Junbo Qiao, Yunshuai Zhou, Yun Zhang, Wei Li, Shaohui Lin, Shenglong Zhou, Binbin Chen, Jincheng Liao, Suiyi Zhao, Zhao Zhang, Bo Wang, Yan Luo, Yanyan Wei, Feng Li, Mingshen Wang, Yawei Li, Jinhan Guan, Dehua Hu, Jiawei Yu, Qisheng Xu, Tao Sun, Long Lan, Kele Xu, Xin Lin, Jingtong Yue, Lehan Yang, Shiyi Du, Lu Qi, Chao Ren, Zeyu Han, Yuhan Wang, Chaolin Chen, Haobo Li, Mingjun Zheng, Zhongbao Yang, Lianhong Song, Xingzhuo Yan, Minghan Fu, Jingyi Zhang, Baiang Li, Qi Zhu, Xiaogang Xu, Dan Guo, Chunle Guo, Jiadi Chen, Huanhuan Long, Chunjiang Duanmu, Xiaoyan Lei, Jie Liu, Weilin Jia, Weifeng Cao, Wenlong Zhang, Yanyu Mao, Ruilong Guo, Nihao Zhang, Manoj Pandey, Maksym Chernozhukov, Giang Le, Shuli Cheng, Hongyuan Wang, Ziyan Wei, Qingting Tang, Liejun Wang, Yongming Li, Yanhui Guo, Hao Xu, Akram Khatami-Rizi, Ahmad Mahmoudi-Aznaveh, Chih-Chung Hsu, Chia-Ming Lee, Yi-Shiuan Chou, Amogh Joshi, Nikhil Akalwadi, Sampada Malagi, Palani Yashaswini, Chaitra Desai, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi |
| 2024 | DATE | DACO: Pursuing Ultra-low Power Consumption via DNN-Adaptive CPU-GPU CO-optimization on Mobile Devices. | Yushu Wu, Chao Wu, Geng Yuan, Yanyu Li, Weichao Guo, Jing Rao, Xipeng Shen, Bin Ren, Yanzhi Wang |
| 2024 | ICASSP | Denoising Diffusion Probabilistic Models for Action-Conditioned 3D Motion Generation. | Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe |
| 2024 | ICDM | Reducing Unfairness in Distributed Community Detection. | Hao Zhang, Malith Jayaweera, Bin Ren, Yanzhi Wang, Sucheta Soundarajan |
| 2024 | ICLR | NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization. | Gen Li, Lu Yin, Jie Ji, Wei Niu, Minghai Qin, Bin Ren, Linke Guo, Shiwei Liu, Xiaolong Ma |
| 2024 | IJCNN | MRHER: Model-based Relay Hindsight Experience Replay for Sequential Object Manipulation Tasks with Sparse Rewards. | Yuming Huang, Bin Ren, Ziming Xu, Lianghong Wu |
| 2024 | IJCNN | Spatiotemporal adaptive hybrid dynamic graph convolutional network for traffic flow prediction. | Yamin Wen, Bin Ren, Yanshan Li, Yuming Huang, Lianghong Wu |
| 2024 | ICS | CommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes. | Mert Hidayetoglu, Simon Garcia De Gonzalo, Elliott Slaughter, Yu Li, Christopher Zimmer, Tekin Bicer, Bin Ren, William Gropp, Wen-Mei Hwu, Alex Aiken |
| 2023 | AAAI | Towards Reliable Item Sampling for Recommendation Evaluation. | Dong Li, Ruoming Jin, Zhenming Liu, Bin Ren, Jing Gao, Zhi Liu |
| 2023 | AAAI | Towards Real-Time Segmentation on the Edge. | Yanyu Li, Changdi Yang, Pu Zhao, Geng Yuan, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Qing Jin, Bin Ren, Xue Lin, Yanzhi Wang |
| 2023 | BMVC | Spatio-Temporal Graph Diffusion for Text-Driven Human Motion Generation. | Chang Liu, Mengyi Zhao, Bin Ren, Mengyuan Liu, Nicu Sebe |
| 2023 | CVPR | Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting. | Gen Li, Jie Ji, Minghai Qin, Wei Niu, Bin Ren, Fatemeh Afghah, Linke Guo, Xiaolong Ma |
| 2023 | CVPR | Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers. | Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang |
| 2023 | CVPR | Pruning Parameterization with Bi-level Optimization for Efficient Semantic Segmentation on the Edge. | Changdi Yang, Pu Zhao, Yanyu Li, Wei Niu, Jiexiong Guan, Hao Tang, Minghai Qin, Bin Ren, Xue Lin, Yanzhi Wang |
| 2023 | ICASSP | PI-Trans: Parallel-Convmlp and Implicit-Transformation Based Gan for Cross-View Image Translation. | Bin Ren, Hao Tang, Yiming Wang, Xia Li, Wei Wang, Nicu Sebe |
| 2023 | ICDM | Unfairness in Distributed Graph Frameworks. | Hao Zhang, Malith Jayaweera, Bin Ren, Yanzhi Wang, Sucheta Soundarajan |
| 2023 | PPoPP | iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures. | Zhen Peng, Minjia Zhang, Kai Li, Ruoming Jin, Bin Ren |
| 2023 | USENIX | Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. | Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen |
| 2022 | ECCV | SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning. | Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Xuan Shen, Geng Yuan, Bin Ren, Hao Tang, Minghai Qin, Yanzhi Wang |
| 2022 | ECCV | Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution. | Yushu Wu, Yifan Gong, Pu Zhao, Yanyu Li, Zheng Zhan, Wei Niu, Hao Tang, Minghai Qin, Bin Ren, Yanzhi Wang |
| 2022 | IJCAI | Real-Time Portrait Stylization on the Edge. | Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang |
| 2022 | MICRO | GCD | Wei Niu, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Gagan Agrawal, Bin Ren |
| 2022 | RTAS | Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card. | Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen |
| 2021 | AAAI | YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. | Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang |
| 2021 | AAAI | A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. | Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang |
| 2021 | AAAI | RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices. | Wei Niu, Mengshu Sun, Zhengang Li, Jou-An Chen, Jiexiong Guan, Xipeng Shen, Yanzhi Wang, Sijia Liu, Xue Lin, Bin Ren |
| 2021 | ACML | Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition. | Guang Lin, Li Zhu, Bin Ren, Yiteng Hu, Jianhai Zhang |
| 2021 | ASPDAC | Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. | Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang |
| 2021 | BMVC | Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation. | Bin Ren, Hao Tang, Nicu Sebe |
| 2021 | CVPR | NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration. | Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin |
| 2021 | DAC | Neural Pruning Search for Real-Time Object Detection of Autonomous Vehicles. | Pu Zhao, Geng Yuan, Yuxuan Cai, Wei Niu, Qi Liu, Wujie Wen, Bin Ren, Yanzhi Wang, Xue Lin |
| 2021 | HiPC | HEALS: A Parallel eALS Recommendation System on CPU/GPU Heterogeneous Platforms. | Qihan Wang, Wei Niu, Li Chen, Ruoming Jin, Bin Ren |
| 2021 | ICCV | Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search. | Zheng Zhan, Yifan Gong, Pu Zhao, Geng Yuan, Wei Niu, Yushu Wu, Tianyun Zhang, Malith Jayaweera, David R. Kaeli, Bin Ren, Xue Lin, Yanzhi Wang |
| 2021 | IJCAI | A Compression-Compilation Framework for On-mobile Real-time BERT Applications. | Wei Niu, Zhenglun Kong, Geng Yuan, Weiwen Jiang, Jiexiong Guan, Caiwen Ding, Pu Zhao, Sijia Liu, Bin Ren, Yanzhi Wang |
| 2021 | IJCAI | Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices. | Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang |
| 2021 | IPIN | Progress of 3GPP Rel-17 Standards on New Radio (NR) Positioning. | Bin Ren, Rongyi Fang, Xiaotao Ren, Gang Li, Hui Li, Zheng Zhao, Jianxiang Li, Ren Da, Shaohui Sun |
| 2021 | IPIN | LoS/NLoS Identification Based on Double-Polarized Antenna and Convolutional Neural Networks. | Haijian Xu, Shaoshuai Fan, Hui Tian, Bin Ren, Gang Li, Rongyi Fang, Shaohui Sun |
| 2021 | IPIN | DoA and ToA Estimation Method of OFDM Signal Based on Cascaded Deep Neural Network. | Chaofan Zheng, Haoshuai Fan, Hui Tian, Bin Ren, Ren Da, Zhenyu Zhang, Shaohui Sun |
| 2021 | ICS | ClickTrain: efficient and accurate end-to-end deep learning training via fine-grained architecture-preserving pruning. | Chengming Zhang, Geng Yuan, Wei Niu, Jiannan Tian, Sian Jin, Donglin Zhuang, Zhe Jiang, Yanzhi Wang, Bin Ren, Shuaiwen Leon Song, Dingwen Tao |
| 2021 | PLDI | DNNFusion: accelerating deep neural networks execution with advanced operator fusion. | Wei Niu, Jiexiong Guan, Yanzhi Wang, Gagan Agrawal, Bin Ren |
| 2021 | RTAS | Work in Progress: Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework. | Geng Yuan, Peiyan Dong, Mengshu Sun, Wei Niu, Zhengang Li, Yuxuan Cai, Jun Liu, Weiwen Jiang, Xue Lin, Bin Ren, Xulong Tang, Yanzhi Wang |
| 2021 | RTAS | Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search. | Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Shaoshan Liu, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin |
| 2020 | AAAI | PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. | Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang |
| 2020 | ASPLOS | PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. | Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren |
| 2020 | CGO | ATMem: adaptive data placement in graph applications on heterogeneous memories. | Yu Chen, Ivy Bo Peng, Zhen Peng, Xu Liu, Bin Ren |
| 2020 | DAC | RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition. | Peiyan Dong, Siyue Wang, Wei Niu, Chengming Zhang, Sheng Lin, Zhengang Li, Yifan Gong, Bin Ren, Xue Lin, Dingwen Tao |
| 2020 | ECCV | An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. | Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang |
| 2020 | ICIP | Grouped Temporal Enhancement Module for Human Action Recognition. | Hong Liu, Bin Ren, Mengyuan Liu, Runwei Ding |
| 2020 | ICML | On Efficient Constructions of Checkpoints. | Yu Chen, Zhenming Liu, Bin Ren, Xin Jin |
| 2020 | IJCAI | Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization. | Wei Niu, Pu Zhao, Zheng Zhan, Xue Lin, Yanzhi Wang, Bin Ren |
| 2020 | ICS | Compiler aided checkpointing using crash-consistent data structures in NVMM systems. | Tyler Coy, Shuibing He, Bin Ren, Xuechen Zhang |
| 2020 | ICS | Parallelizing pruned landmark labeling: dealing with dependencies in graph algorithms. | Ruoming Jin, Zhen Peng, Wendell Wu, Feodor F. Dragan, Gagan Agrawal, Bin Ren |
| 2020 | SC | Petascale XCT: 3D image reconstruction with hierarchical communications on multi-GPU nodes. | Mert Hidayetoglu, Tekin Bicer, Simon Garcia De Gonzalo, Bin Ren, Vincent De Andrade, Doga Grsoy, Raj Kettimuthu, Ian T. Foster, Wen-mei W. Hwu |
| 2019 | CGO | Transforming Query Sequences for High-Throughput B+ Tree Processing on Many-Core Processors. | Ruiqin Tian, Junqiao Qiu, Zhijia Zhao, Xu Liu, Bin Ren |
| 2019 | SC | MemXCT: memory-centric X-ray CT reconstruction with massive parallelization. | Mert Hidayetoglu, Tekin Bier, Simon Garcia De Gonzalo, Bin Ren, Doga Grsoy, Rajkumar Kettimuthu, Ian T. Foster, Wen-mei W. Hwu |
| 2017 | PPoPP | Exploiting Vector and Multicore Parallelism for Recursive, Data- and Task-Parallel Programs. | Bin Ren, Sriram Krishnamoorthy, Kunal Agrawal, Milind Kulkarni |
| 2016 | ICPP | On the Impact of Widening Vector Registers on Sequence Alignment. | Jeffrey Daily, Ananth Kalyanaraman, Sriram Krishnamoorthy, Bin Ren |
| 2016 | PPoPP | User-assisted storage reuse determination for dynamic task graphs. | Mehmet Can Kurt, Bin Ren, Sriram Krishnamoorthy, Gagan Agrawal |
| 2015 | PLDI | Efficient execution of recursive programs on commodity vector hardware. | Bin Ren, Youngjoon Jo, Sriram Krishnamoorthy, Kunal Agrawal, Milind Kulkarni |
| 2014 | ICS | A programming system for xeon phis with runtime SIMD parallelization. | Xin Huo, Bin Ren, Gagan Agrawal |
| 2014 | ICS | Automating and optimizing data transfers for many-core coprocessors. | Bin Ren, Nishkam Ravi, Yi Yang, Min Feng, Gagan Agrawal, Srimat T. Chakradhar |
| 2013 | CGO | SIMD parallelization of applications that traverse irregular data structures. | Bin Ren, Gagan Agrawal, James R. Larus, Todd Mytkowicz, Tomi Poutanen, Wolfram Schulte |
| 2004 | WISA | License Protection with a Tamper-Resistant Token. | Cheun Ngen Chong, Bin Ren, Jeroen Doumen, Sandro Etalle, Pieter H. Hartel, Ricardo Corin |