PPaperPicks

Dong Li

AMD Inc., Advanced Micro Devices Inc., Beijing, China

18 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7369-1445 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5ICML ×3NeurIPS ×3ACL ×2BMVC ×1CVPR ×1EMNLP ×1NAACL ×1S&P ×1

Frequent coauthors

Emad Barsoum
×15
Lu Tian
×8
Ji Liu
×7
Yixing Xu
×6
Guanchen Li
×5
Xuanwu Yin
×5
Jinzhang Peng
×4
Fan Jiang
×4
Ziqiong Liu
×3
Mingjie Lu
×3
Ashish Sirasao
×3
Haowei Zhu
×2

Papers

  1. DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
    AAAI 2026 ·
    Jiajun Jiao
    ,
    Haowei Zhu
    ,
    Puyuan Yang
    ,
    Jianghui Wang
    ,
    Ji Liu
    ,
    Ziqiong Liu
    , Dong Li,
    Yuejian Fang
    ,
    Jun-Hai Yong
    ,
    Bin Wang
    ,
    Emad Barsoum
  2. Learnable Permutation for Structured Sparsity on Transformer Models
    AAAI 2026 ·
    Zekai Li
    ,
    Ji Liu
    ,
    Guanchen Li
    ,
    Yixing Xu
    ,
    Ziqiong Liu
    ,
    Xuanwu Yin
    , Dong Li,
    Emad Barsoum
  3. MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
    ACL 2026 ·
    Hui Wu
    ,
    Chao Xu
    ,
    Jianghui Wang
    ,
    Ziqiong Liu
    , Dong Li,
    Yiwei Dai
    ,
    Emad Barsoum
  4. SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
    AAAI 2026 ·
    Huanxuan Liao
    ,
    Yixing Xu
    ,
    Shizhu He
    ,
    Guanchen Li
    ,
    Xuanwu Yin
    , Dong Li,
    Emad Barsoum
    ,
    Jun Zhao
    ,
    Kang Liu
  5. Theory-optimal Quantization Based on Flatness
    ACL 2026 ·
    Xiusheng Huang
    ,
    Zhe Li
    ,
    Xuanwu Yin
    ,
    Lu Wang
    ,
    Yequan Wang
    , Dong Li,
    Emad Barsoum
    ,
    Kang Liu
  6. Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
    NAACL 2025 ·
    Zeping Li
    ,
    Xinlong Yang
    ,
    Ziheng Gao
    ,
    Ji Liu
    ,
    Guanchen Li
    ,
    Zhuang Liu
    , Dong Li,
    Jinzhang Peng
    ,
    Lu Tian
    ,
    Emad Barsoum
  7. BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation
    ICML 2025 ·
    Lian Liu
    ,
    Xiandong Zhao
    ,
    Guanchen Li
    , Dong Li,
    Mengdi Wang
    ,
    Yinhe Han
    ,
    Xiaowei Li
    ,
    Ying Wang
  8. Demo: Disrupting In-Car mmWave Sensing Through IRS Manipulation
    S&P 2025 ·
    Hanqing Guo
    , Dong Li,
    Ruofeng Liu
    ,
    Yao Zheng
  9. EGSRAL: An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene
    AAAI 2025 ·
    Yixiong Huo
    ,
    Guangfeng Jiang
    ,
    Hongyang Wei
    ,
    Ji Liu
    ,
    Song Zhang
    ,
    Han Liu
    ,
    Xingliang Huang
    ,
    Mingjie Lu
    ,
    Jinzhang Peng
    , Dong Li,
    Lu Tian
    ,
    Emad Barsoum
  10. Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
    ICML 2025 ·
    Jinze Li
    ,
    Yixing Xu
    ,
    Haiduo Huang
    ,
    Xuanwu Yin
    , Dong Li,
    Edith C. H. Ngai
    ,
    Emad Barsoum
  11. ReNeg: Learning Negative Embedding with Reward Guidance
    CVPR 2025 ·
    Xiaomin Li
    ,
    Yixuan Liu
    ,
    Takashi Isobe
    ,
    Xu Jia
    ,
    Qinpeng Cui
    ,
    Dong Zhou
    , Dong Li,
    You He
    ,
    Huchuan Lu
    ,
    Zhongdao Wang
    ,
    Emad Barsoum
  12. Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
    NeurIPS 2025 ·
    Guanchen Li
    ,
    Yixing Xu
    ,
    Zeping Li
    ,
    Ji Liu
    ,
    Xuanwu Yin
    , Dong Li,
    Emad Barsoum
  13. DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
    EMNLP 2024 ·
    Wenjing Ke
    ,
    Zhe Li
    , Dong Li,
    Lu Tian
    ,
    Emad Barsoum
  14. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
    NeurIPS 2024 ·
    Haowei Zhu
    ,
    Dehua Tang
    ,
    Ji Liu
    ,
    Mingjie Lu
    ,
    Jintu Zheng
    ,
    Jinzhang Peng
    , Dong Li,
    Yu Wang
    ,
    Fan Jiang
    ,
    Lu Tian
    ,
    Spandan Tiwari
    ,
    Ashish Sirasao
    ,
    Jun-Hai Yong
    ,
    Bin Wang
    ,
    Emad Barsoum
  15. Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
    ICML 2024 ·
    Yixing Xu
    ,
    Chao Li
    , Dong Li,
    Xiao Sheng
    ,
    Fan Jiang
    ,
    Lu Tian
    ,
    Ashish Sirasao
    ,
    Emad Barsoum
  16. MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM
    BMVC 2024 ·
    Renwu Li
    ,
    Wenjing Ke
    , Dong Li,
    Lu Tian
    ,
    Emad Barsoum
  17. QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
    NeurIPS 2024 ·
    Yixing Xu
    ,
    Chao Li
    , Dong Li,
    Xiao Sheng
    ,
    Fan Jiang
    ,
    Lu Tian
    ,
    Emad Barsoum
  18. UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer
    AAAI 2024 ·
    Ji Liu
    ,
    Dehua Tang
    ,
    Yuanxian Huang
    ,
    Li Zhang
    ,
    Xiaocheng Zeng
    , Dong Li,
    Mingjie Lu
    ,
    Jinzhang Peng
    ,
    Yu Wang
    ,
    Fan Jiang
    ,
    Lu Tian
    ,
    Ashish Sirasao