Emad Barsoum

Venues

Frequent coauthors

Papers

1. AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
   ACL 2026 ·

   Pretam Ray

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2. DRIFT: Transferring Reasoning Priors for Efficient MLLM Fine-Tuning
   ACL 2026 ·

   Chao Huang

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3. DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
   AAAI 2026 ·

   Jiajun Jiao

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4. Learnable Permutation for Structured Sparsity on Transformer Models
   AAAI 2026 ·

   Zekai Li

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5. MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
   ACL 2026 ·

   Hui Wu

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6. SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
   AAAI 2026 ·

   Huanxuan Liao

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7. Theory-optimal Quantization Based on Flatness
   ACL 2026 ·

   Xiusheng Huang

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8. Agent Laboratory: Using LLM Agents as Research Assistants
   EMNLP 2025 ·

   Samuel Schmidgall

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9. Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
   NAACL 2025 ·

   Zeping Li

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10. EGSRAL: An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene
    AAAI 2025 ·

    Yixiong Huo

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11. Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
    ICML 2025 ·

    Jinze Li

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12. ReNeg: Learning Negative Embedding with Reward Guidance
    CVPR 2025 ·

    Xiaomin Li

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13. Self-Taught Agentic Long Context Understanding
    ACL 2025 ·

    Yufan Zhuang

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14. SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
    CVPR 2025 ·

    Hao Chen

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15. TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
    EMNLP 2025 ·

    Prakamya Mishra

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16. TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
    ACL 2025 ·

    Vinay Joshi

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17. Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
    NeurIPS 2025 ·

    Guanchen Li

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18. Unleashing Hour-Scale Video Training for Long Video-Language Understanding
    NeurIPS 2025 ·

    Jingyang Lin

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19. Zebra-Llama: Towards Extremely Efficient Hybrid Models
    NeurIPS 2025 ·

    Mingyu Yang

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20. Customizing Text-to-Image Generation with Inverted Interaction
    ACM MM 2024 ·

    Mengmeng Ge

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21. DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
    EMNLP 2024 ·

    Wenjing Ke

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22. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
    NeurIPS 2024 ·

    Haowei Zhu

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23. Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
    ICML 2024 ·

    Yixing Xu

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24. MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM
    BMVC 2024 ·

    Renwu Li

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25. QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
    NeurIPS 2024 ·

    Yixing Xu

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26. Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
    NeurIPS 2024 ·

    Qinpeng Cui

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27. The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
    CVPR 2024 ·

    Bin Ren

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