Scaling Laws for Floating Point Quantization Training - Xingwu Sun; Shuaipeng Li; Ruobing Xie; Weidong Han; Kan Wu; Zhen Yang; Yixing Li; An Wang; Shuai Li; Jinbao Xue; Yu Cheng; Yangyu Tao; et al. (CoRR, 2025)

Topic-Specific Political Stance Inference in Social Networks With Case Studies - Kan Wu; Yonglin Zhou; Jun Ma; Xianhui Guo (IEEE Access, 2024)

SLAP: Segmented Reuse-Time-Label Based Admission Policy for Content Delivery Network Caching - Ke Liu; Kan Wu; Hua Wang; Ke Zhou; Peng Wang; Ji Zhang; Cong Li (ACM Trans. Archit. Code Optim., 2024)

SMILE: LLC-based Shared Memory Expansion to Improve GPU Thread Level Parallelism - Tianyu Guo; Xuanteng Huang; Kan Wu; Xianwei Zhang; Nong Xiao (Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024, San Francisco, CA, USA, June 23-27, 2024, 2024)

Lossless KV Cache Compression to 2% - Zhen Yang; J. N. Han; Kan Wu; Ruobing Xie; An Wang; Xingwu Sun; Zhanhui Kang (CoRR, 2024)

Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent - Xingwu Sun; Yanfeng Chen; Yiqing Huang; Ruobing Xie; Jiaqi Zhu; Kai Zhang; Shuaipeng Li; Zhen Yang; Jonny Han; Xiaobo Shu; Jiahao Bu; Zhongzhi Chen; et al. (CoRR, 2024)

Scalable Analysis of Urban Scaling Laws: Leveraging Cloud Computing to Analyze 21,280 Global Cities - Zhenhui Li; Hongwei Zhang; Kan Wu (CoRR, 2024)

Spatiotemporal Evolution Law and the Mechanism of Abnormal Surface Deformation in Fault-Affected Mining Zones - Xinpeng Diao; Quanshuai Sun; Yan Zhang; Kan Wu; Jing Yang; Xin Lu; Qiuwen Wang; Jing Wang (IEEE Access, 2023)

WiscSort: External Sorting For Byte-Addressable Storage - Vinay Banakar; Kan Wu; Yuvraj Patel; Kimberly Keeton; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (Proc. VLDB Endow., 2023)

Goal-Directed Target Discovery in Social Network - Kan Wu; Jianjiang Liu; Jun Ma; Xianhui Guo (4th International Conference on Computer Engineering and Intelligent Control, ICCEIC 2023, Guangzhou, China, October 20-22, 2023, 2023)

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance - Kan Wu; Houwen Peng; Zhenghong Zhou; Bin Xiao; Mengchen Liu; Lu Yuan; Hong Xuan; Michael Valenzuela; Xi Stephen Chen; Xinggang Wang; Hongyang Chao; Han Hu (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

SLAP: An Adaptive, Learned Admission Policy for Content Delivery Network Caching - Ke Liu; Kan Wu; Hua Wang; Ke Zhou; Ji Zhang; Cong Li (IEEE International Parallel and Distributed Processing Symposium, IPDPS 2023, St. Petersburg, FL, USA, May 15-19, 2023, 2023)

CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation - Chumeng Liang; Zherui Huang; Yicheng Liu; Zhanyu Liu; Guanjie Zheng; Hanyuan Shi; Kan Wu; Yuhao Du; Fuliang Li; Zhenhui Jessie Li (Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, 2023)

Arya: Arbitrary Graph Pattern Mining with Decomposition-based Sampling - Zeying Zhu; Kan Wu; Zaoxing Liu (20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023, 2023)

WiscSort: External Sorting For Byte-Addressable Storage - Vinay Banakar; Kan Wu; Yuvraj Patel; Kimberly Keeton; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (CoRR, 2023)

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance - Kan Wu; Houwen Peng; Zhenghong Zhou; Bin Xiao; Mengchen Liu; Lu Yuan; Hong Xuan; Michael Valenzuela; Xi Chen; Xinggang Wang; Hongyang Chao; Han Hu (CoRR, 2023)

FP8-LM: Training FP8 Large Language Models - Houwen Peng; Kan Wu; Yixuan Wei; Guoshuai Zhao; Yuxiang Yang; Ze Liu; Yifan Xiong; Ziyue Yang; Bolin Ni; Jingcheng Hu; Ruihang Li; Miaosen Zhang; et al. (CoRR, 2023)

Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation - Zhihan Guo; Xinyu Zeng; Kan Wu; Wuh-Chwen Hwang; Ziwei Ren; Xiangyao Yu; Mahesh Balakrishnan; Philip A. Bernstein (Proc. VLDB Endow., 2022)

Comprehensive Precipitable Water Vapor Retrieval and Application Platform Based on Various Water Vapor Detection Techniques - Qingzhi Zhao; Xiaoya Zhang; Kan Wu; Yang Liu; Zufeng Li; Yun Shi (Remote. Sens., 2022)

Comprehensive Analysis and Validation of the Atmospheric Weighted Mean Temperature Models in China - Yongjie Ma; Qingzhi Zhao; Kan Wu; Wanqiang Yao; Yang Liu; Zufeng Li; Yun Shi (Remote. Sens., 2022)

MiniViT: Compressing Vision Transformers with Weight Multiplexing - Jinnian Zhang; Houwen Peng; Kan Wu; Mengchen Liu; Bin Xiao; Jianlong Fu; Lu Yuan (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

TinyViT: Fast Pretraining Distillation for Small Vision Transformers - Kan Wu; Jinnian Zhang; Houwen Peng; Mengchen Liu; Bin Xiao; Jianlong Fu; Lu Yuan (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXI, 2022)

NyxCache: Flexible and Efficient Multi-tenant Persistent Memory Caching - Kan Wu; Kaiwei Tu; Yuvraj Patel; Rathijit Sen; Kwanghyun Park; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (20th USENIX Conference on File and Storage Technologies, FAST 2022, Santa Clara, CA, USA, February 22-24, 2022, 2022)

RollBin: reducing code-size via loop rerolling at binary level - Tianao Ge; Zewei Mo; Kan Wu; Xianwei Zhang; Yutong Lu (LCTES '22: 23rd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, San Diego, CA, USA, 14 June 2022, 2022)

MiniViT: Compressing Vision Transformers with Weight Multiplexing - Jinnian Zhang; Houwen Peng; Kan Wu; Mengchen Liu; Bin Xiao; Jianlong Fu; Lu Yuan (CoRR, 2022)

TinyViT: Fast Pretraining Distillation for Small Vision Transformers - Kan Wu; Jinnian Zhang; Houwen Peng; Mengchen Liu; Bin Xiao; Jianlong Fu; Lu Yuan (CoRR, 2022)

Driving Style Recognition at First Impression for Online Trajectory Prediction - Tu Xu; Kan Wu; Yongdong Zhu; Wei Ji (CoRR, 2022)

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search - Bin Yan; Houwen Peng; Kan Wu; Dong Wang; Jianlong Fu; Huchuan Lu (IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021)

The Storage Hierarchy is Not a Hierarchy: Optimizing Caching on Modern Storage Devices with Orthus - Kan Wu; Zhihan Guo; Guanzhou Hu; Kaiwei Tu; Ramnatthan Alagappan; Rathijit Sen; Kwanghyun Park; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (19th USENIX Conference on File and Storage Technologies, FAST 2021, February 23-25, 2021, 2021)

Rethinking and Improving Relative Position Encoding for Vision Transformer - Kan Wu; Houwen Peng; Minghao Chen; Jianlong Fu; Hongyang Chao (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Searching the Search Space of Vision Transformer - Minghao Chen; Kan Wu; Bolin Ni; Houwen Peng; Bei Liu; Jianlong Fu; Hongyang Chao; Haibin Ling (Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021)

Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking - Zhihan Guo; Kan Wu; Cong Yan; Xiangyao Yu (SIGMOD '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021, 2021)

OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Models - Xiao Liu; Da Yin; Xingjian Zhang; Kai Su; Kan Wu; Hongxia Yang; Jie Tang (CoRR, 2021)

Releasing Locks As Early As You Can: Reducing Contention of Hotspots by Violating Two-Phase Locking (Extended Version) - Zhihan Guo; Kan Wu; Cong Yan; Xiangyao Yu (CoRR, 2021)

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search - Bin Yan; Houwen Peng; Kan Wu; Dong Wang; Jianlong Fu; Huchuan Lu (CoRR, 2021)

Rethinking and Improving Relative Position Encoding for Vision Transformer - Kan Wu; Houwen Peng; Minghao Chen; Jianlong Fu; Hongyang Chao (CoRR, 2021)

Searching the Search Space of Vision Transformer - Minghao Chen; Kan Wu; Bolin Ni; Houwen Peng; Bei Liu; Jianlong Fu; Hongyang Chao; Haibin Ling (CoRR, 2021)

Read as Needed: Building WiSER, a Flash-Optimized Search Engine - Jun He; Kan Wu; Sudarsun Kannan; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (18th USENIX Conference on File and Storage Technologies, FAST 2020, Santa Clara, CA, USA, February 24-27, 2020, 2020)

Exploiting Intel Optane SSD for Microsoft SQL Server - Kan Wu; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau; Rathijit Sen; Kwanghyun Park (Proceedings of the 15th International Workshop on Data Management on New Hardware, DaMoN 2019, Amsterdam, The Netherlands, 1 July 2019, 2019)

Towards an Unwritten Contract of Intel Optane SSD - Kan Wu; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (11th USENIX Workshop on Hot Topics in Storage and File Systems, HotStorage 2019, Renton, WA, USA, July 8-9, 2019, 2019)

PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network - Hua Wei; Chacha Chen; Guanjie Zheng; Kan Wu; Vikash V. Gayah; Kai Xu; Zhenhui Li (Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019, 2019)

CareerMap: visualizing career trajectory - Kan Wu; Jie Tang; Zhou Shao; Xinyi Xu; Bo Gao; Shu Zhao (Sci. China Inf. Sci., 2018)

Where Have You Been? Inferring Career Trajectory from Academic Social Network - Kan Wu; Jie Tang; Chenhui Zhang (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

Weakly Learning to Match Experts in Online Community - Yujie Qian; Jie Tang; Kan Wu (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

Dance of the Dragonfly: A Vision-Based Agile Aerial Touch Solution for IARC Mission 7 - Ziliang Lai; Rui Yang; Hui Cheng; Wenjun Deng; Kan Wu; Jianjin Xiao (IEEE International Conference on Real-time Computing and Robotics, RCAR 2018, Kandima, Maldives, August 1-5, 2018, 2018)

Heuristic simulated annealing approach for diffusion scheduling in a semiconductor Fab - Yinzhi Zhou; Kan Wu (16th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2017, Wuhan, China, May 24-26, 2017, 2017)

Tumour ellipsification in ultrasound images for treatment prediction in breast cancer - Mehrdad J. Gangeh; Hamid R. Tizhoosh; Kan Wu; Dun Huang; Hadi Tadayyon; Gregory J. Czarnota (2017 IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2017, Orland, FL, USA, February 16-19, 2017, 2017)

Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer - Mehrdad J. Gangeh; Hamid R. Tizhoosh; Kan Wu; Dun Huang; Hadi Tadayyon; Gregory J. Czarnota (CoRR, 2017)

Tooth segmentation on dental meshes using morphologic skeleton - Kan Wu; Li Chen; Jing Li; Yanheng Zhou (Comput. Graph., 2014)

Classifications for batch service queues in production systems - Kan Wu (2014 IEEE International Conference on Automation Science and Engineering, CASE 2014, New Taipei, Taiwan, August 18-22, 2014, 2014)

Passive Q-switching in 25-km ultra long cavity all-fiber ring laser - Nanxi Li; Jin Xue; Jia Haur Wong; Kan Wu; Chunmei Ouyang; Sheel Aditya; Perry Ping Shum (8th International Conference on Information, Communications & Signal Processing, ICICS 2011, Singapore, Singapore, December 13-16, 2011, 2011)

Performance optimization of passive mode-locked fiber ring laser - Nanxi Li; Jin Xue; Kan Wu; Jia Haur Wong; Sheel Aditya; Perry Ping Shum (2011 International Conference on Advanced Infocom Technology, ICAIT 2011, Wuhan, China, July 11-14, 2011, 2011)