Emad Barsoum

According to our database, Emad Barsoum authored at least 57 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

SparK: 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

CoRR, August, 2025

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks.

Jianghui Wang, Vinay Joshi, Saptarshi Majumder, Xu Chao, Bin Ding, Ziqiong Liu, Pratik Prabhanjan Brahma, Dong Li, Zicheng Liu, Emad Barsoum

CoRR, July, 2025

SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers.

Chaitanya Manem, Pratik Prabhanjan Brahma, Prakamya Mishra, Zicheng Liu, Emad Barsoum

CoRR, July, 2025

Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation.

Ze Wang, Hao Chen, Benran Hu, Jiang Liu, Ximeng Sun, Jialian Wu, Yusheng Su, Xiaodong Yu, Emad Barsoum, Zicheng Liu

CoRR, June, 2025

TTT-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

CoRR, June, 2025

Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models.

Shuai Wang, Zhenhua Liu, Jiaheng Wei, Xuanwu Yin, Dong Li, Emad Barsoum

CoRR, June, 2025

Unleashing Hour-Scale Video Training for Long Video-Language Understanding.

Jingyang Lin, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Xiaodong Yu, Hao Chen, Jiebo Luo, Zicheng Liu, Emad Barsoum

CoRR, June, 2025

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

Vinay Joshi, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum

CoRR, June, 2025

MOVi: Training-free Text-conditioned Multi-Object Video Generation.

Aimon Rahman, Jiang Liu, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Yusheng Su, Vishal M. Patel, Zicheng Liu, Emad Barsoum

CoRR, May, 2025

Zebra-Llama: Towards Extremely Efficient Hybrid Models.

Mingyu Yang, Mehdi Rezagholizadeh, Guihong Li, Vikram Appia, Emad Barsoum

CoRR, May, 2025

PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation.

Zihao An, Huajun Bai, Ziqiong Liu, Dong Li, Emad Barsoum

CoRR, April, 2025

KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation.

Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan L. Yuille, Zicheng Liu, Emad Barsoum

CoRR, April, 2025

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

Wenjin Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum

CoRR, April, 2025

AMD-Hummingbird: Towards an Efficient Text-to-Video Model.

Takashi Isobe, He Cui, Dong Zhou, Mengmeng Ge, Dong Li, Emad Barsoum

CoRR, March, 2025

X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression.

Guihong Li, Mehdi Rezagholizadeh, Mingyu Yang, Vikram Appia, Emad Barsoum

CoRR, March, 2025

Gumiho: 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

CoRR, March, 2025

Týr-the-Pruner: Unlocking Accurate 50% Structural Pruning for LLMs via Global Sparsity Distribution Optimization.

Guanchen Li, Yixing Xu, Zeping Li, Ji Liu, Xuanwu Yin, Dong Li, Emad Barsoum

CoRR, March, 2025

Partial Convolution Meets Visual Attention.

Haiduo Huang, Fuwei Yang, Dong Li, Ji Liu, Lu Tian, Jinzhang Peng, Pengju Ren, Emad Barsoum

CoRR, March, 2025

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE.

Haiduo Huang, Fuwei Yang, Zhenhua Liu, Yixing Xu, Jinze Li, Yang Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum

CoRR, February, 2025

Edit as You See: Image-guided Video Editing via Masked Motion Modeling.

Zhi-Lin Huang, Yixuan Liu, Chujun Qin, Zhongdao Wang, Dong Zhou, Dong Li, Emad Barsoum

CoRR, January, 2025

Agent Laboratory: Using LLM Agents as Research Assistants.

Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum

CoRR, January, 2025

MSWA: Refining Local Attention with Multi-ScaleWindow Attention.

Yixing Xu, Shivank Nag, Dong Li, Lu Tian, Emad Barsoum

CoRR, January, 2025

Amphista: 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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

ReNeg: 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SoftVQ-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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Enhancing 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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Self-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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

EGSRAL: 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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

FTP: A Fine-grained Token-wise Pruner for Large Language Models via Token Routing.

Zekai Li, Jintu Zheng, Ji Liu, Han Liu, Haowei Zhu, Zeping Li, Fuwei Yang, Haiduo Huang, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum

CoRR, 2024

Fast Occupancy Network.

Mingjie Lu, Yuanxian Huang, Ji Liu, Xingliang Huang, Dong Li, Jinzhang Peng, Lu Tian, Emad Barsoum

CoRR, 2024

Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs.

Qinpeng Cui, Yixuan Liu, Xinyi Zhang, Qiqi Bao, Qingmin Liao, Li Wang, Tian Lu, Zicheng Liu, Zhongdao Wang, Emad Barsoum

CoRR, 2024

Enhancing One-shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism.

Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum

CoRR, 2024

VIPS-Odom: Visual-Inertial Odometry Tightly-coupled with Parking Slots for Autonomous Parking.

Xuefeng Jiang, Fangyuan Wang, Rongzhang Zheng, Han Liu, Yixiong Huo, Jinzhang Peng, Lu Tian, Emad Barsoum

CoRR, 2024

Amphista: Accelerate LLM Inference with Bi-directional Multiple Drafting Heads in a Non-autoregressive Style.

Zeping Li, Xinlong Yang, Ziheng Gao, Ji Liu, Zhuang Liu, Dong Li, Jinzhang Peng, Lu Tian, Emad Barsoum

CoRR, 2024

TernaryLLM: Ternarized Large Language Model.

Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li, Lu Tian, Emad Barsoum, Peisong Wang, Jian Cheng

CoRR, 2024

LADDER: An Efficient Framework for Video Frame Interpolation.

Tong Shen, Dong Li, Ziheng Gao, Lu Tian, Emad Barsoum

CoRR, 2024

The 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

CoRR, 2024

Sparse Laneformer.

Ji Liu, Zifeng Zhang, Mingjie Lu, Hongyang Wei, Dong Li, Yile Xie, Jinzhang Peng, Lu Tian, Ashish Sirasao, Emad Barsoum

CoRR, 2024

DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization.

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion.

Yixing Xu, Chao Li, Dong Li, Xiao Sheng, Fan Jiang, Lu Tian, Emad Barsoum

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs.

Qinpeng Cui, Yixuan Liu, Xinyi Zhang, Qiqi Bao, Qingmin Liao, liwang Amd, Lu Tian, Zicheng Liu, Zhongdao Wang, Emad Barsoum

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Customizing Text-to-Image Generation with Inverted Interaction.

Mengmeng Ge, Xu Jia, Takashi Isobe, Xiaomin Li, Qinghe Wang, Jing Mu, Dong Zhou, Li Wang, Huchuan Lu, Lu Tian, Ashish Sirasao, Emad Barsoum

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Enhancing 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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Wenjing Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

The 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM.

Renwu Li, Wenjing Ke, Dong Li, Lu Tian, Emad Barsoum

Proceedings of the 35th British Machine Vision Conference, 2024

2021

Scaling Distributed Training with Adaptive Summation.

Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

3D Human motion anticipation and classification.

Emad Barsoum, John R. Kender, Zicheng Liu

CoRR, 2020

2019

Human Motion Anticipation and Recognition from RGB-D.

Emad Barsoum

PhD thesis, 2019

NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques.

Wenlei Bao, Li-Wen Chang, Yang Chen, Ke Deng, Amit Agarwal, Emad Barsoum, Abe Taha

CoRR, 2019

2018

Object Localization and Motion Transfer learning with Capsules.

Weitang Liu, Emad Barsoum, John D. Owens

CoRR, 2018

HP-GAN: Probabilistic 3D Human Motion Prediction via GAN.

Emad Barsoum, John R. Kender, Zicheng Liu

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Automatic speech emotion recognition using recurrent neural networks with local attention.

Seyedmahdad Mirsamadi, Emad Barsoum, Cha Zhang

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Articulated Hand Pose Estimation Review.

Emad Barsoum

CoRR, 2016

Training deep networks for facial expression recognition with crowd-sourced label distribution.

Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Emotion recognition in the wild from videos using images.

Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2008

Towards adaptive Web scriptable user interfaces for virtual environments.

Emad Barsoum, Falko Kuester

Virtual Real., 2008