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Emad Barsoum

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

25

Venues

10

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

25 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIDiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation.Jiajun Jiao, Haowei Zhu, Puyuan Yang, Jianghui Wang, Ji Liu, Ziqiong Liu, Dong Li, Yuejian Fang, Jun-Hai Yong, Bin Wang, Emad Barsoum
2026AAAISparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning.Huanxuan Liao, Yixing Xu, Shizhu He, Guanchen Li, Xuanwu Yin, Dong Li, Emad Barsoum, Jun Zhao, Kang Liu
2026AAAILearnable Permutation for Structured Sparsity on Transformer Models.Zekai Li, Ji Liu, Guanchen Li, Yixing Xu, Ziqiong Liu, Xuanwu Yin, Dong Li, Emad Barsoum
2026ACLTheory-optimal Quantization Based on Flatness.Xiusheng Huang, Zhe Li, Xuanwu Yin, Lu Wang, Yequan Wang, Dong Li, Emad Barsoum, Kang Liu
2026ACLDRIFT: Transferring Reasoning Priors for Efficient MLLM Fine-Tuning.Chao Huang, Zeliang Zhang, Jiang Liu, Ximeng Sun, Jialian Wu, Xiaodong Yu, Ze Wang, Chenliang Xu, Emad Barsoum, Zicheng Liu
2026ACLAdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection.Pretam Ray, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
2026ACLMoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control.Hui Wu, Chao Xu, Jianghui Wang, Ziqiong Liu, Dong Li, Yiwei Dai, Emad Barsoum
2025AAAIEGSRAL: An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene.Yixiong Huo, Guangfeng Jiang, Hongyang Wei, Ji Liu, Song Zhang, Han Liu, Xingliang Huang, Mingjie Lu, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum
2025ACLTaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering.Vinay Joshi, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
2025ACLSelf-Taught Agentic Long Context Understanding.Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum
2025COLINGEnhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism.Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum
2025CVPRSoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer.Hao Chen, Ze Wang, Xiang Li, Ximeng Sun, Fangyi Chen, Jiang Liu, Jindong Wang, Bhiksha Raj, Zicheng Liu, Emad Barsoum
2025CVPRReNeg: Learning Negative Embedding with Reward Guidance.Xiaomin Li, Yixuan Liu, Takashi Isobe, Xu Jia, Qinpeng Cui, Dong Zhou, Dong Li, You He, Huchuan Lu, Zhongdao Wang, Emad Barsoum
2025EMNLPTTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games.Prakamya Mishra, Jiang Liu, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum
2025EMNLPAgent Laboratory: Using LLM Agents as Research Assistants.Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, Emad Barsoum
2025ICMLGumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding.Jinze Li, Yixing Xu, Haiduo Huang, Xuanwu Yin, Dong Li, Edith C. H. Ngai, Emad Barsoum
2025NAACLAmphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference.Zeping Li, Xinlong Yang, Ziheng Gao, Ji Liu, Guanchen Li, Zhuang Liu, Dong Li, Jinzhang Peng, Lu Tian, Emad Barsoum
2024BMVCMonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM.Renwu Li, Wenjing Ke, Dong Li, Lu Tian, Emad Barsoum
2024CVPRThe Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report.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
2024EMNLPDL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models.Wenjing Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum
2024ICMLEnhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module.Yixing Xu, Chao Li, Dong Li, Xiao Sheng, Fan Jiang, Lu Tian, Ashish Sirasao, Emad Barsoum
2018CVPRHP-GAN: Probabilistic 3D Human Motion Prediction via GAN.Emad Barsoum, John R. Kender, Zicheng Liu
2017ICASSPAutomatic speech emotion recognition using recurrent neural networks with local attention.Seyedmahdad Mirsamadi, Emad Barsoum, Cha Zhang
2016ICMIEmotion recognition in the wild from videos using images.Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang
2016ICMITraining deep networks for facial expression recognition with crowd-sourced label distribution.Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang