Emad Barsoum

27 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4097-8690 ↗

Venues

ACL ×6 NeurIPS ×6 AAAI ×4 CVPR ×3 EMNLP ×3 ICML ×2 ACM MM ×1 BMVC ×1 NAACL ×1

Frequent coauthors

Dong Li

×15

Lu Tian

×10

Zicheng Liu

×9

Jiang Liu

×6

Ji Liu

×6

Yixing Xu

×6

Xuanwu Yin

×6

Ximeng Sun

×5

Jialian Wu

×5

Xiaodong Yu

×5

Ze Wang

×5

Guanchen Li

×4

Papers

AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
ACL 2026 ·
Pretam Ray
,
Pratik Prabhanjan Brahma
,
Zicheng Liu
, Emad Barsoum
DRIFT: Transferring Reasoning Priors for Efficient MLLM Fine-Tuning
ACL 2026 ·
Chao Huang
,
Zeliang Zhang
,
Jiang Liu
,
Ximeng Sun
,
Jialian Wu
,
Xiaodong Yu
,
Ze Wang
,
Chenliang Xu
, Emad Barsoum,
Zicheng Liu
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
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
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
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
Theory-optimal Quantization Based on Flatness
ACL 2026 ·
Xiusheng Huang
,
Zhe Li
,
Xuanwu Yin
,
Lu Wang
,
Yequan Wang
,
Dong Li
, Emad Barsoum,
Kang Liu
Agent Laboratory: Using LLM Agents as Research Assistants
EMNLP 2025 ·
Samuel Schmidgall
,
Yusheng Su
,
Ze Wang
,
Ximeng Sun
,
Jialian Wu
,
Xiaodong Yu
,
Jiang Liu
,
Michael Moor
,
Zicheng Liu
, Emad Barsoum
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
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
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
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
Self-Taught Agentic Long Context Understanding
ACL 2025 ·
Yufan Zhuang
,
Xiaodong Yu
,
Jialian Wu
,
Ximeng Sun
,
Ze Wang
,
Jiang Liu
,
Yusheng Su
,
Jingbo Shang
,
Zicheng Liu
, Emad Barsoum
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
CVPR 2025 ·
Hao Chen
,
Ze Wang
,
Xiang Li
,
Ximeng Sun
,
Fangyi Chen
,
Jiang Liu
,
Jindong Wang
,
Bhiksha Raj
,
Zicheng Liu
, Emad Barsoum
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
EMNLP 2025 ·
Prakamya Mishra
,
Jiang Liu
,
Jialian Wu
,
Xiaodong Yu
,
Zicheng Liu
, Emad Barsoum
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
ACL 2025 ·
Vinay Joshi
,
Pratik Prabhanjan Brahma
,
Zicheng Liu
, Emad Barsoum
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
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
NeurIPS 2025 ·
Jingyang Lin
,
Jialian Wu
,
Ximeng Sun
,
Ze Wang
,
Jiang Liu
,
Yusheng Su
,
Xiaodong Yu
,
Hao Chen
,
Jiebo Luo
,
Zicheng Liu
, Emad Barsoum
Zebra-Llama: Towards Extremely Efficient Hybrid Models
NeurIPS 2025 ·
Mingyu Yang
,
Mehdi Rezagholizadeh
,
Guihong Li
,
Vikram Appia
, Emad Barsoum
Customizing Text-to-Image Generation with Inverted Interaction
ACM MM 2024 ·
Mengmeng Ge
,
Xu Jia
,
Takashi Isobe
,
Xiaomin Li
,
Qinghe Wang
,
Jing Mu
,
Dong Zhou
,
Li Wang
,
Huchuan Lu
,
Lu Tian
,
Ashish Sirasao
, Emad Barsoum
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
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
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
MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM
BMVC 2024 ·
Renwu Li
,
Wenjing Ke
,
Dong Li
,
Lu Tian
, Emad Barsoum
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
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
NeurIPS 2024 ·
Qinpeng Cui
,
Yixuan Liu
,
Xinyi Zhang
,
Qiqi Bao
,
Qingmin Liao
,
liwang Amd
,
Lu Tian
,
Zicheng Liu
,
Zhongdao Wang
, Emad Barsoum
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
CVPR 2024 ·
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