Publications

2026

• CVPR 2026
  Content-Aware Dynamic Patchification for Efficient Video Diffusion

  Sheng Li, Connelly Barnes, Mamshad Nayeem Rizve, Hongwu Peng, Zhengang Li, Ohi Dibua, Alireza Ganjdanesh, Xulong Tang, Yan Kang, Yifan Gong

  IEEE/CVF Conference on Computer Vision and Pattern Recognition

2025

• ICCAD 2025
  STMC: Small-Tile Multiple-Copy Compilation for Reliable Measurement-Based Quantum Computing

  Rongchao Dong, Zewei Mo, Yingheng Li, Aditya Pawar, Jun Yang, Youtao Zhang, Xulong Tang

  44th ACM/IEEE International Conference on Computer-Aided Design
• ICML 2025
  MemFreezing: A Novel Adversarial Attack on Temporal Graph Neural Networks under Limited Future Knowledge

  Yue Dai, Liang Liu, Xulong Tang, Youtao Zhang, Jun Yang

  42nd International Conference on Machine Learning
• ICS 2025
  CIExplorer: Microarchitecture-Aware Exploration for Tightly Integrated Custom Instruction

  Xiaoyu Hao, Sen Zhang, Liang Qiao, Qingcai Jiang, Jun Shi, Junshi Chen, Hong An, Xulong Tang, Hao Shu, Honghui Yuan

  ACM International Conference on Supercomputing 2025
• ISCA 2025
  Reinforcement Learning-Guided Graph State Generation in Photonic Quantum Computers

  Yingheng Li, Yue Dai, Aditya Pawar, Rongchao Dong, Jun Yang, Youtao Zhang, Xulong Tang

  52nd ACM International Symposium on Computer Architecture
• MLSys 2025
  FastTree: Optimizing Attention Kernel and Runtime for Tree-Structured LLM Inference

  Zaifeng Pan, Yitong Ding, Yue Guan, Zheng Wang, Zhongkai Yu, Xulong Tang, Yida Wang, Yufei Ding

  Eighth Annual Conference on Machine Learning and Systems
• ASPLOS 2025
  Cascade: A Dependency-aware Efficient Training Framework for Temporal Graph Neural Network

  Yue Dai, Xulong Tang, Youtao Zhang

  30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
• ASPLOS 2025
  Pruner: A Draft-then-Verify Exploration Mechanism to Accelerate Tensor Program Tuning

  Liang Qiao, Jun Shi, Xiaoyu Hao, Xi Fang, Sen Zhang, Minfan Zhao, Ziqi Zhu, Junshi Chen, Hong An, Xulong Tang, Bing Li, Honghui Yuan, Xinyang Wang

  30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
• ICLR 2025
  Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning

  Sheng Li, Qitao Tan, Yue Dai, Zhenglun Kong, Tianyu Wang, Jun Liu, Ao Li, Ninghao Liu, Yufei Ding, Xulong Tang, Geng Yuan

  13th International Conference on Learning Representations
• HPCA 2025
  OASIS: Object-Aware Page Management for Multi-GPU Systems

  Yueqi Wang, Bingyao Li, Mohamed Tarek Ibn Ziad, Lieven Eeckhout, Jun Yang, Aamer Jaleel, Xulong Tang

  31st IEEE International Symposium on High-Performance Computer Architecture

2024

• MICRO 2024
  STAR: Sub-Entry Sharing-Aware TLB for Multi-Instance GPU

  Bingyao Li, Yueqi Wang, Tianyu Wang, Lieven Eeckhout, Jun Yang, Aamer Jaleel, Xulong Tang

  57th IEEE/ACM International Symposium on Microarchitecture
• ASPLOS 2024
  FMCC: Flexible Measurement-based Quantum Computation over Cluster State

  Yingheng Li, Aditya Pawar, Zewei Mo, Youtao Zhang, Jun Yang, Xulong Tang

  29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
• ASPLOS 2024
  QRCC: Evaluating Large Quantum Circuits on Small Quantum Computers through Integrated Qubit Reuse and Circuit Cutting

  Aditya Pawar, Yingheng Li, Zewei Mo, Yanan Guo, Xulong Tang, Youtao Zhang, Jun Yang

  29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
• DAC 2024
  FCM: Wire Cutting For Fusion Reduction in Measurement-based Quantum Computing

  Zewei Mo, Yingheng Li, Aditya Pawar, Xulong Tang, Jun Yang, Youtao Zhang

  61st Design Automation Conference
• DAC 2024
  LOTUS: learning-based online thermal and latency variation management for two-stage detectors on edge devices

  Yifan Gong, Yushu Wu, Pu Zhao, Zheng Zhan, Liangkai Liu, Chao Wu, Xulong Tang, Yanzhi Wang

  61st Design Automation Conference
• ICLR 2024
  Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning

  Sheng Li, Chao Wu, Ao Li, Yanzhi Wang, Xulong Tang, Geng Yuan

  12th International Conference on Learning Representations
• HPCA 2024
  GRIT: Enhancing Multi-GPU Performance with Fine-Grained Dynamic Page Placement

  Yueqi Wang*, Bingyao Li*, Aamer Jaleel, Jun Yang, Xulong Tang

  30th IEEE International Symposium on High-Performance Computer Architecture

2023

• ICCD 2023
  FlexGM: An Adaptive Runtime System to Accelerate Graph Matching Networks on GPUs

  Yue Dai, Xulong Tang, Youtao Zhang

  41st IEEE International Conference on Computer Design
• MICRO 2023
  IDYLL: Enhancing Page Translation in Multi-GPUs via Light Weight PTE Invalidations

  Bingyao Li, Yanan Guo, Yueqi Wang, Aamer Jaleel, Jun Yang, Xulong Tang

  56th IEEE/ACM International Symposium on Microarchitecture
• MICRO 2023
  SupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices

  Zhengang Li, Geng Yuan, Tomoharu Yamauchi, Zabihi Masoud, Yanyue Xie, Peiyan Dong, Xulong Tang, Nobuyuki Yoshikawa, Devesh Tiwari, Yanzhi Wang, Olivia Chen

  56th IEEE/ACM International Symposium on Microarchitecture
• DAC 2023
  Orchestrated Scheduling and Partitioning for Improved Address Translation in GPUs

  Bingyao Li, Yueqi Wang, Xulong Tang

  60th Design Automation Conference
• DAC 2023
  Orchestrating Measurement-Based Quantum Computation over Photonic Quantum Processors

  Yingheng Li, Aditya Pawar, Mohadeseh Azari, Yanan Guo, Youtao Zhang, Jun Yang, Kaushik Parasuram Seshadreesan, Xulong Tang

  60th Design Automation Conference
• DAC 2023
  EP-ORAM: Efficient NVM-Friendly Path Eviction for Ring ORAM in Hybrid Memory

  Mehrnoosh Raoufi, Jun Yang, Xulong Tang, Youtao Zhang

  60th Design Automation Conference
• ICLR 2023 Spotlight
  SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing

  Sheng Li*, Geng Yuan*, Yue Dai, Youtao Zhang, Yanzhi Wang, Xulong Tang

  11th International Conference on Learning Representations
• HPCA 2023
  Trans-FW: Short Circuiting Page Table Walk in Multi-GPU Systems via Remote Forwarding

  Bingyao Li, Jieming Yin, Anup Holey, Youtao Zhang, Jun Yang, Xulong Tang

  29th IEEE International Symposium on High-Performance Computer Architecture
• HPCA 2023
  CEGMA: Coordinated Elastic Graph Matching Acceleration for Graph Matching Networks

  Yue Dai, Youtao Zhang, Xulong Tang

  29th IEEE International Symposium on High-Performance Computer Architecture
• HPCA 2023
  AB-ORAM: Constructing Adjustable Buckets for Space Reduction in Ring ORAM

  Mehrnoosh Raoufi, Jun Yang, Xulong Tang, Youtao Zhang

  29th IEEE International Symposium on High-Performance Computer Architecture

2022

• HPCA 2022
  Q-GPU: A Recipe of Optimizations for Quantum Circuit Simulation Using GPUs

  Yilun Zhao, Yanan Guo, Yuan Yao, Amanda Dumi, Devin M Mulvey, Shiv Upadhyay, Youtao Zhang, Kenneth D Jordan, Jun Yang, Xulong Tang

  28th IEEE International Symposium on High-Performance Computer Architecture
• NeurIPS 2022
  Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training

  Geng Yuan, Yanyu Li, Sheng Li, Zhenglun Kong, Sergey Tulyakov, Xulong Tang, Yanzhi Wang, Jian Ren

  36th Conference on Neural Information Processing Systems
• ECCV 2022
  You Already Have It: A Generator-Free Low-Precision DNN Training Framework using Stochastic Rounding

  Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang

  Computer Vision – ECCV 2022: 17th European Conference
• ICCAD 2022
  Fine-Granular Computation and Data Layout Reorganization for Improving Locality

  Mahmut Taylan Kandemir, Xulong Tang, Jagadish Kotra, Mustafa Karakoy

  IEEE/ACM International Conference on Computer-Aided Design
• ICCD 2022
  Enhancing GPU Performance via Neighboring Directory Table Based Inter-TLB Sharing

  Yajuan Du, Mingyang Liu, Yuqi Yang, Mingzhe Zhang, Xulong Tang

  IEEE International Conference on Computer Design
• TECS 2022
  Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration

  Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang

  ACM Transactions on Embedded Computing Systems
• IEEE Micro 2022
  Sustainable AI Processing at the Edge

  Sebastien Ollivier, Sheng Li, Yue Tang, Chayanika Chaudhuri, Peipei Zhou, Xulong Tang, Jingtong Hu, Alex K. Jones

  IEEE Micro
• WWW 2022 Workshop
  Optimizing Data Layout for Training Deep Neural Networks

  Bingyao Li*, Qi Xue*, Geng Yuan*, Sheng Li, Xiaolong Ma, Yanzhi Wang, Xulong Tang

  WWW '22: Companion Proceedings of the Web Conference 2022
• EuroSys 2022 Poster
  Rethinking Latency-aware DNN Design with GPU Tail Effect Analysis

  F. Yu, Z. Xu, T. Shen, D. Stamoulis, L. Shangguan, D. Wang, M. Zhang, X. Tang, R. Madhok, C. Zhao, X. Li, N. Karianakis, D. Lymberopoulos, C. Liu, A. Li, Y. Chen, X. Chen

  17th European Conference on Computer Systems (Poster)
• CCF THPC 2022
  An Efficient Segmented Quantization for Graph Neural Networks

  Yue Dai, Xulong Tang, Youtao Zhang

  CCF Transactions on High Performance Computing
• Arxiv 2022
  Demystifying Arch-hints for Model Extraction: An Attack in Unified Memory System

  Zhendong Wang, Xiaoming Zeng, Xulong Tang, Danfeng Zhang, Xing Hu, Yang Hu

  arXiv preprint

2021

• MICRO 2021
  Improving Address Translation in Multi-GPUs via Sharing and Spilling Aware TLB Design

  Bingyao Li, Jieming Yin, Youtao Zhang, Xulong Tang

  54th IEEE/ACM International Symposium on Microarchitecture
• ICCAD 2021
  ScaleDNN: Data Movement Aware DNN Training on Multi-GPU

  Weizheng Xu, Ashutosh Pattnaik, Geng Yuan, Yanzhi Wang, Youtao Zhang, Xulong Tang

  IEEE/ACM International Conference on Computer-Aided Design
• ICCAD 2021
  Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU

  Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen

  IEEE/ACM International Conference on Computer-Aided Design
• SIGMETRICS 2021
  Mix and Match: Reorganizing Tasks for Enhancing Data Locality

  Xulong Tang, Mahmut Taylan Kandemir, Mustafa Karakoy

  ACM on Measurement and Analysis of Computing Systems (POMACS Journal)
• PLDI 2021
  Distance-in-Time versus Distance-in-Space

  Mahmut Taylan Kandemir, Xulong Tang, Hui Zhao, Jihyun Ryoo, Mustafa Karakoy

  42nd Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
• PLDI 2021
  Fluid: A Framework for Approximate Concurrency via Controlled Dependency Relaxation

  Huaipan Jiang, Haibo Zhang, Xulong Tang, Vineetha Govindaraj, Jack Sampson, Mahmut Taylan Kandemir, Danfeng Zhang

  42nd Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
• PPoPP 2021
  Compiler Support for Near Data Computing

  Mahmut Taylan Kandemir, Jihyun Ryoo, Xulong Tang, Mustafa Karakoy

  26th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming
• AAAI 2021
  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

  35th AAAI Conference on Artificial Intelligence
• AAAI 2021
  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

  35th AAAI Conference on Artificial Intelligence
• CODES+ISSS 2021
  Algorithm-Hardware Co-design of Attention Mechanism on FPGA Devices

  Xinyi Zhang, Yawen Wu, Peipei Zhou, Xulong Tang, Jingtong Hu

  International Conference on Hardware/Software Codesign and System Synthesis
• RTAS 2021
  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

  IEEE 27th Real-Time and Embedded Technology and Applications Symposium
• WWW 2021 Workshop
  Parallelizing DNN Training on GPUs: Challenges and Opportunities

  Weizheng Xu, Youtao Zhang, Xulong Tang

  WWW '21: Companion Proceedings of the Web Conference 2021
• ATS 2021
  Towards a Secure Integrated Heterogeneous Platform via Cooperative CPU/GPU Encryption

  Zhendong Wang, Rujia Wang, Zihang Jiang, Xulong Tang, Shouyi Yin, Yang Hu

  Asian Test Symposium 2021
• NAS 2021
  Characterizing AI Model Inference Applications Running in SGX Environment

  Shixiong Jing, Qinkun Bao, Pei Wang, Xulong Tang, Dinghao Wu

  15th International Conference on Networking, Architecture, and Storage

2020

• PACT 2020
  Enhancing Address Translations in Throughput Processors via Compression

  Xulong Tang, Ziyu Zhang, Weizheng Xu, Mahmut Taylan Kandemir, Rami Melhem, Jun Yang

  29th International Conference on Parallel Architectures and Compilation Techniques
• TCAD 2020
  Enabling Latency-aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform

  Zhendong Wang, Zihang Jiang, Zhen Wang, Xulong Tang, Cong Liu, Yang Hu

  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
• NeurIPS 2020 Workshop
  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

  NeurIPS 2020 Workshop on Machine Learning for Autonomous Driving

2019

• ISCA 2019
  Opportunistic Computing in GPU Architectures

  Ashutosh Pattnaik, Xulong Tang, Onur Kayiran, Adwait Jog, Asit Mishra, Mahmut T. Kandemir, Anand Sivasubramaniam, Chita R. Das

  46th International Symposium on Computer Architecture
• PLDI 2019
  Co-Optimizing Memory-Level Parallelism and Cache-Level Parallelism

  Xulong Tang, Mahmut Taylan Kandemir, Mustafa Karakoy, Meena Arunachalam

  40th Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
• SIGMETRICS 2019
  Quantifying Data Locality in Dynamic Parallelism in GPUs

  Xulong Tang, Ashutosh Pattnaik, Onur Kayiran, Adwait Jog, Mahmut Taylan Kandemir, Chita Das

  ACM on Measurement and Analysis of Computing Systems (POMACS Journal)
• SIGMETRICS 2019
  Computing with Near Data

  Xulong Tang, Mahmut Taylan Kandemir, Hui Zhao, Myoungsoo Jung, Mustafa Karakoy

  ACM on Measurement and Analysis of Computing Systems (POMACS Journal)
• SIGMETRICS 2019
  Architecture-Aware Approximate Computing

  Mustafa Karakoy, Orhan Kislal, Xulong Tang, Mahmut Taylan Kandemir, Meenakshi Arunachalam

  ACM on Measurement and Analysis of Computing Systems (POMACS Journal)
• HiPC 2019
  Architecture-Centric Bottleneck Analysis for Deep Neural Network Applications

  Jihyun Ryoo, Mengran Fan, Xulong Tang, Huaipan Jiang, Meena Arunachalam, Sharada Naveen, Mahmut T. Kandemir

  IEEE International Conference on High Performance Computing, Data, and Analytics

2018

• PLDI 2018
  Enhancing Computation-to-Core Assignment with Physical Location Information

  Orhan Kislal, Jagadish B. Kotra, Xulong Tang, Mahmut T. Kandemir, Myoungsoo Jung

  39th Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
• MASCOTS 2018
  Quantifying and Optimizing Data Access Parallelism on Manycores

  Jihyun Ryoo, Orhan Kislal, Xulong Tang, Mahmut T. Kandemir

  26th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
• GPGPU 11 @ PPoPP 2018
  Oversubscribed Command Queues in GPUs

  Sooraj Puthoor, Xulong Tang, Joseph Gross, Bradford M Beckmann

  11th Annual General Purpose computing with Graphics Processing Units

2017

• MICRO 2017
  Data Movement Aware Computation Partitioning

  Xulong Tang, Orhan Kislal, Mahmut Kandemir, Mustafa Karakoy

  50th Annual IEEE/ACM International Symposium on Microarchitecture
• HPCA 2017
  Controlled Kernel Launch for Dynamic Parallelism in GPUs

  Xulong Tang, Ashutosh Pattnaik, Huaipan Jiang, Onur Kayiran, Adwait Jog, Sreepathi Pai, Mohamed Ibrahim, Mahmut Taylan Kandemir, Chita Das

  23rd International Symposium on High-Performance Computer Architecture
• MASCOTS 2017
  DEMM: a Dynamic Energy-saving mechanism for Multicore

  Akbar Sharifi, Wei Ding, Diana Guttman, Hui Zhao, Xulong Tang, Mahmut Kandemir, Chita Das

  25th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
• PACT 2017 Poster
  POSTER: Location-Aware Computation Mapping for Manycore Processors

  Orhan Kislal, Jagadish Kotra, Xulong Tang, Mahmut Taylan Kandemir, Myoungsoo Jung

  26th International Conference on Parallel Architectures and Compilation Techniques

2016

• MICRO 2016
  Improving Bank-Level Parallelism for Irregular Applications

  Xulong Tang, Mahmut Kandemir, Praveen Yedlapalli, Jagadish Kotra

  49th Annual IEEE/ACM International Symposium on Microarchitecture — Best Paper Nomination (6/61)
• PACT 2016
  Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities

  Ashutosh Pattnaik, Xulong Tang, Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut Taylan Kandemir, Onur Mutlu, Chita R. Das

  25th International Conference on Parallel Architectures and Compilation Techniques
• PACT 2016
  µC-States: Fine-grained GPU Datapath Power Management

  Onur Kayiran, Adwait Jog, Ashutosh Pattnaik, Rachata Ausavarungnirun, Xulong Tang, Mahmut Taylan Kandemir, Gabriel H. Loh, Onur Mutlu, Chita R. Das

  25th International Conference on Parallel Architectures and Compilation Techniques

2015

• PLDI 2015
  Optimizing Off-Chip Accesses in Manycores

  Wei Ding, Xulong Tang, Mahmut Taylan Kandemir, Yuanrui Zhang, Emre Kultursay

  36th Annual ACM SIGPLAN Conference on Programming Language Design and Implementation
• SIGMETRICS 2015
  Memory Row Reuse Distance and its Role in Optimizing Application Performance

  Mahmut Taylan Kandemir, Hui Zhao, Xulong Tang, Mustafa Karakoy

  ACM International Conference on Measurement and Modeling of Computer Systems

Before 2015

• SNPD 2013
  A Video Coding Benchmark Suite for Evaluation of Processor Capability

  Xulong Tang, Hong An, Gongjin Sun, Dongrui Fan

  14th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
• PPoPP 2012 Poster
  FlexBFS: A Parallelism-aware Implementation of Breadth-First Search on GPU

  Gu Liu, Hong An, Xiaoqiang Li, Wei Zhou, Xuechao Wei, Xulong Tang

  17th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (Poster)