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ORCIDEmad Barsoum
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2020 – today
- 2025
[c13]Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum:
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism. COLING 2025: 1718-1735- [i26]Yixing Xu, Shivank Nag
, Dong Li, Lu Tian, Emad Barsoum:
MSWA: Refining Local Attention with Multi-ScaleWindow Attention. CoRR abs/2501.01039 (2025) - [i25]Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum:
Agent Laboratory: Using LLM Agents as Research Assistants. CoRR abs/2501.04227 (2025) - [i24]Zhi-Lin Huang, Yixuan Liu, Chujun Qin, Zhongdao Wang, Dong Zhou, Dong Li, Emad Barsoum:
Edit as You See: Image-guided Video Editing via Masked Motion Modeling. CoRR abs/2501.04325 (2025) - [i23]Haiduo Huang, Fuwei Yang, Zhenhua Liu, Yixing Xu, Jinze Li, Yang Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum:
Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE. CoRR abs/2502.06282 (2025) - [i22]Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum:
Self-Taught Agentic Long Context Understanding. CoRR abs/2502.15920 (2025) - 2024
- [c12]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, Qian Wang, 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:
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. CVPR Workshops 2024: 6595-6631 - [c11]Wenjing Ke, Zhe Li, Dong Li, Lu Tian, Emad Barsoum:
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models. EMNLP (Industry Track) 2024: 113-119 - [c10]Yixing Xu, Chao Li, Dong Li, Xiao Sheng, Fan Jiang, Lu Tian, Ashish Sirasao, Emad Barsoum:
Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module. ICML 2024 - [c9]Mengmeng Ge, Xu Jia, Takashi Isobe, Xiaomin Li, Qinghe Wang, Jing Mu, Dong Zhou, Li Wang, Huchuan Lu, Lu Tian, Ashish Sirasao, Emad Barsoum:
Customizing Text-to-Image Generation with Inverted Interaction. ACM Multimedia 2024: 10901-10909 - [c8]Qinpeng Cui, Yixuan Liu, Xinyi Zhang, Qiqi Bao, Qingmin Liao, liwang Amd, Lu Tian, Zicheng Liu, Zhongdao Wang, Emad Barsoum:
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. NeurIPS 2024 - [c7]Yixing Xu, Chao Li, Dong Li, Xiao Sheng, Fan Jiang, Lu Tian, Emad Barsoum:
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion. NeurIPS 2024 - [c6]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:
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization. NeurIPS 2024 - [i21]Ji Liu, Zifeng Zhang, Mingjie Lu, Hongyang Wei, Dong Li, Yile Xie, Jinzhang Peng, Lu Tian, Ashish Sirasao, Emad Barsoum:
Sparse Laneformer. CoRR abs/2404.07821 (2024) - [i20]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:
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. CoRR abs/2404.10343 (2024) - [i19]Tong Shen, Dong Li, Ziheng Gao, Lu Tian, Emad Barsoum:
LADDER: An Efficient Framework for Video Frame Interpolation. CoRR abs/2404.11108 (2024) - [i18]Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li, Lu Tian, Emad Barsoum, Peisong Wang, Jian Cheng:
TernaryLLM: Ternarized Large Language Model. CoRR abs/2406.07177 (2024) - [i17]Zeping Li, Xinlong Yang, Ziheng Gao, Ji Liu, Zhuang Liu, Dong Li, Jinzhang Peng, Lu Tian, Emad Barsoum:
Amphista: Accelerate LLM Inference with Bi-directional Multiple Drafting Heads in a Non-autoregressive Style. CoRR abs/2406.13170 (2024) - [i16]Xuefeng Jiang, Fangyuan Wang, Rongzhang Zheng, Han Liu, Yixiong Huo, Jinzhang Peng, Lu Tian, Emad Barsoum:
VIPS-Odom: Visual-Inertial Odometry Tightly-coupled with Parking Slots for Autonomous Parking. CoRR abs/2407.05017 (2024) - [i15]Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum:
Enhancing One-shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism. CoRR abs/2408.10473 (2024) - [i14]Qinpeng Cui, Yixuan Liu, Xinyi Zhang, Qiqi Bao, Qingmin Liao, Li Wang, Tian Lu, Zicheng Liu, Zhongdao Wang, Emad Barsoum:
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. CoRR abs/2409.17778 (2024) - [i13]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:
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization. CoRR abs/2410.16942 (2024) - [i12]Mingjie Lu, Yuanxian Huang, Ji Liu, Xingliang Huang, Dong Li, Jinzhang Peng, Lu Tian, Emad Barsoum:
Fast Occupancy Network. CoRR abs/2412.07163 (2024) - [i11]Hao Chen, Ze Wang, Xiang Li, Ximeng Sun, Fangyi Chen, Jiang Liu, Jindong Wang, Bhiksha Raj, Zicheng Liu, Emad Barsoum:
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer. CoRR abs/2412.10958 (2024) - [i10]Zekai Li, Jintu Zheng, Ji Liu, Han Liu, Haowei Zhu, Zeping Li, Fuwei Yang, Haiduo Huang, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum:
FTP: A Fine-grained Token-wise Pruner for Large Language Models via Token Routing. CoRR abs/2412.11494 (2024) - [i9]Yixiong Huo, Guangfeng Jiang, Hongyang Wei, Ji Liu, Song Zhang, Han Liu, Xingliang Huang, Mingjie Lu, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum:
EGSRAL: An Enhanced 3D Gaussian Splatting based Renderer with Automated Labeling for Large-Scale Driving Scene. CoRR abs/2412.15550 (2024) - [i8]Xiaomin Li, Yixuan Liu, Takashi Isobe, Xu Jia, Qinpeng Cui, Dong Zhou, Dong Li, You He, Huchuan Lu, Zhongdao Wang, Emad Barsoum:
ReNeg: Learning Negative Embedding with Reward Guidance. CoRR abs/2412.19637 (2024) - 2021
- [c5]Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum:
Scaling Distributed Training with Adaptive Summation. MLSys 2021 - 2020
- [i7]Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum:
Scaling Distributed Training with Adaptive Summation. CoRR abs/2006.02924 (2020) - [i6]Emad Barsoum, John R. Kender, Zicheng Liu:
3D Human motion anticipation and classification. CoRR abs/2012.15378 (2020)
2010 – 2019
- 2019
- [b1]Emad Barsoum:
Human Motion Anticipation and Recognition from RGB-D. Columbia University, USA, 2019 - [i5]Wenlei Bao, Li-Wen Chang, Yang Chen, Ke Deng, Amit Agarwal, Emad Barsoum, Abe Taha:
NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques. CoRR abs/1910.00178 (2019) - 2018
- [c4]Emad Barsoum, John R. Kender, Zicheng Liu:
HP-GAN: Probabilistic 3D Human Motion Prediction via GAN. CVPR Workshops 2018: 1418-1427 - [i4]Weitang Liu, Emad Barsoum, John D. Owens:
Object Localization and Motion Transfer learning with Capsules. CoRR abs/1805.07706 (2018) - 2017
- [c3]Seyedmahdad Mirsamadi, Emad Barsoum, Cha Zhang:
Automatic speech emotion recognition using recurrent neural networks with local attention. ICASSP 2017: 2227-2231 - [i3]Emad Barsoum, John R. Kender, Zicheng Liu:
HP-GAN: Probabilistic 3D human motion prediction via GAN. CoRR abs/1711.09561 (2017) - 2016
- [c2]Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang:
Training deep networks for facial expression recognition with crowd-sourced label distribution. ICMI 2016: 279-283 - [c1]Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang:
Emotion recognition in the wild from videos using images. ICMI 2016: 433-436 - [i2]Emad Barsoum:
Articulated Hand Pose Estimation Review. CoRR abs/1604.06195 (2016) - [i1]Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang:
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. CoRR abs/1608.01041 (2016)
2000 – 2009
- 2008
- [j1]Emad Barsoum, Falko Kuester:
Towards adaptive Web scriptable user interfaces for virtual environments. Virtual Real. 12(1): 55-64 (2008)
Coauthor Index
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