Towards adaptive Web scriptable user interfaces for virtual environments. - Emad Barsoum; Falko Kuester (Virtual Real., 2008)

Emotion recognition in the wild from videos using images. - Sarah Adel Bargal; Emad Barsoum; Cristian Canton-Ferrer; Cha Zhang (ICMI, 2016)

Training deep networks for facial expression recognition with crowd-sourced label distribution. - Emad Barsoum; Cha Zhang; Cristian Canton-Ferrer; Zhengyou Zhang (ICMI, 2016)

Articulated Hand Pose Estimation Review. - Emad Barsoum (CoRR, 2016)

Automatic speech emotion recognition using recurrent neural networks with local attention. - Seyedmahdad Mirsamadi; Emad Barsoum; Cha Zhang (ICASSP, 2017)

HP-GAN: Probabilistic 3D Human Motion Prediction via GAN. - Emad Barsoum; John R. Kender; Zicheng Liu 001 (CVPR Workshops, 2018)

Object Localization and Motion Transfer learning with Capsules. - Weitang Liu; Emad Barsoum; John D. Owens (CoRR, 2018)

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)

Human Motion Anticipation and Recognition from RGB-D. - Emad Barsoum (2019)

3D Human motion anticipation and classification. - Emad Barsoum; John R. Kender; Zicheng Liu 001 (CoRR, 2020)

Scaling Distributed Training with Adaptive Summation. - Saeed Maleki; Madan Musuvathi; Todd Mytkowicz; Olli Saarikivi; Tianju Xu; Vadim Eksarevskiy; Jaliya Ekanayake; Emad Barsoum (MLSys, 2021)

MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM. - Renwu Li; Wenjing Ke; Dong Li 025; Lu Tian; Emad Barsoum (BMVC, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CVPR Workshops, 2024)

DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models. - Wenjing Ke; Zhe Li; Dong Li 025; Lu Tian; Emad Barsoum (EMNLP (Industry Track), 2024)

Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module. - Yixing Xu; Chao Li; Dong Li 025; Xiao Sheng; Fan Jiang; Lu Tian; Ashish Sirasao; Emad Barsoum (ICML, 2024)

Customizing Text-to-Image Generation with Inverted Interaction. - Mengmeng Ge 002; Xu Jia 012; Takashi Isobe; Xiaomin Li; Qinghe Wang; Jing Mu; Dong Zhou 003; Li Wang 125; Huchuan Lu; Lu Tian; Ashish Sirasao; Emad Barsoum (ACM Multimedia, 2024)

Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. - Qinpeng Cui; Yixuan Liu 004; Xinyi Zhang; Qiqi Bao; Qingmin Liao; liwang Amd; Lu Tian; Zicheng Liu; Zhongdao Wang; Emad Barsoum (NeurIPS, 2024)

QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion. - Yixing Xu; Chao Li; Dong Li 025; Xiao Sheng; Fan Jiang; Lu Tian; Emad Barsoum (NeurIPS, 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 025; Yu Wang 002; Fan Jiang; Lu Tian; Spandan Tiwari; Ashish Sirasao; et al. (NeurIPS, 2024)

Sparse Laneformer. - Ji Liu; Zifeng Zhang; Mingjie Lu; Hongyang Wei; Dong Li 025; Yile Xie; Jinzhang Peng; Lu Tian; Ashish Sirasao; Emad Barsoum (CoRR, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CoRR, 2024)

LADDER: An Efficient Framework for Video Frame Interpolation. - Tong Shen; Dong Li 025; Ziheng Gao; Lu Tian; Emad Barsoum (CoRR, 2024)

TernaryLLM: Ternarized Large Language Model. - Tianqi Chen; Zhe Li; Weixiang Xu; Zeyu Zhu; Dong Li 025; Lu Tian; Emad Barsoum; Peisong Wang; Jian Cheng 001 (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 025; Jinzhang Peng; Lu Tian; 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 011; Yixiong Huo; Jinzhang Peng; Lu Tian; 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 025; Lu Tian; Jie He; Ashish Sirasao; Emad Barsoum (CoRR, 2024)

Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. - Qinpeng Cui; Yixuan Liu 004; Xinyi Zhang; Qiqi Bao; Qingmin Liao; Li Wang; Tian Lu; Zicheng Liu; Zhongdao Wang; Emad Barsoum (CoRR, 2024)

Fast Occupancy Network. - Mingjie Lu; Yuanxian Huang; Ji Liu; Xingliang Huang; Dong Li 025; Jinzhang Peng; Lu Tian; Emad Barsoum (CoRR, 2024)

FTP: A Fine-grained Token-wise Pruner for Large Language Models via Token Routing. - Zekai Li; Jintu Zheng; Ji Liu; Han Liu 011; Haowei Zhu; Zeping Li; Fuwei Yang; Haiduo Huang; Jinzhang Peng; Dong Li 025; Lu Tian; Emad Barsoum (CoRR, 2024)

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 011; Xingliang Huang; Mingjie Lu; Jinzhang Peng; Dong Li 025; Lu Tian; Emad Barsoum (AAAI, 2025)

Self-Taught Agentic Long Context Understanding. - Yufan Zhuang; Xiaodong Yu; Jialian Wu; Ximeng Sun; Ze Wang 008; Jiang Liu 014; Yusheng Su; Jingbo Shang; Zicheng Liu 001; Emad Barsoum (ACL (1), 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 025; Lu Tian; Jie He; Ashish Sirasao; Emad Barsoum (COLING, 2025)

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer. - Hao Chen 102; Ze Wang 008; Xiang Li 106; Ximeng Sun; Fangyi Chen; Jiang Liu 014; Jindong Wang 001; Bhiksha Raj; Zicheng Liu 001; Emad Barsoum (CVPR, 2025)

ReNeg: Learning Negative Embedding with Reward Guidance. - Xiaomin Li; Yixuan Liu 004; Takashi Isobe; Xu Jia 012; Qinpeng Cui; Dong Zhou 003; Dong Li 025; You He; Huchuan Lu; Zhongdao Wang; Emad Barsoum (CVPR, 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 025; Jinzhang Peng; Lu Tian; Emad Barsoum (NAACL (Long Papers), 2025)

MSWA: Refining Local Attention with Multi-ScaleWindow Attention. - Yixing Xu; Shivank Nag; Dong Li 025; Lu Tian; Emad Barsoum (CoRR, 2025)

Agent Laboratory: Using LLM Agents as Research Assistants. - Samuel Schmidgall; Yusheng Su; Ze Wang 008; Ximeng Sun; Jialian Wu; Xiaodong Yu; Jiang Liu 014; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Edit as You See: Image-guided Video Editing via Masked Motion Modeling. - Zhi-Lin Huang; Yixuan Liu 004; Chujun Qin; Zhongdao Wang; Dong Zhou 003; Dong Li 025; Emad Barsoum (CoRR, 2025)

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE. - Haiduo Huang; Fuwei Yang; Zhenhua Liu; Yixing Xu; Jinze Li 001; Yang Liu; Xuanwu Yin; Dong Li 025; Pengju Ren; Emad Barsoum (CoRR, 2025)

Partial Convolution Meets Visual Attention. - Haiduo Huang; Fuwei Yang; Dong Li 025; Ji Liu; Lu Tian; Jinzhang Peng; Pengju Ren; Emad Barsoum (CoRR, 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 025; Emad Barsoum (CoRR, 2025)

Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding. - Jinze Li 001; Yixing Xu; Haiduo Huang; Xuanwu Yin; Dong Li 025; Edith C. H. Ngai; Emad Barsoum (CoRR, 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, 2025)

AMD-Hummingbird: Towards an Efficient Text-to-Video Model. - Takashi Isobe; He Cui; Dong Zhou 003; Mengmeng Ge 002; Dong Li 025; Emad Barsoum (CoRR, 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, 2025)

KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation. - Xingrui Wang; Jiang Liu 014; Ze Wang 008; Xiaodong Yu; Jialian Wu; Ximeng Sun; Yusheng Su; Alan L. Yuille; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation. - Zihao An; Huajun Bai; Ziqiong Liu; Dong Li; Emad Barsoum (CoRR, 2025)

Zebra-Llama: Towards Extremely Efficient Hybrid Models. - Mingyu Yang; Mehdi Rezagholizadeh; Guihong Li; Vikram Appia; Emad Barsoum (CoRR, 2025)

MOVi: Training-free Text-conditioned Multi-Object Video Generation. - Aimon Rahman; Jiang Liu 014; Ze Wang 008; Ximeng Sun; Jialian Wu; Xiaodong Yu; Yusheng Su; Vishal M. Patel; Zicheng Liu 001; Emad Barsoum (CoRR, 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, 2025)

Unleashing Hour-Scale Video Training for Long Video-Language Understanding. - Jingyang Lin; Jialian Wu; Ximeng Sun; Ze Wang 008; Jiang Liu 014; Yusheng Su; Xiaodong Yu; Hao Chen 102; Jiebo Luo 001; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models. - Shuai Wang; Zhenhua Liu; Jiaheng Wei; Xuanwu Yin; Dong Li; Emad Barsoum (CoRR, 2025)

TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games. - Prakamya Mishra; Jiang Liu 014; Jialian Wu; Xiaodong Yu; Zicheng Liu 001; Emad Barsoum (CoRR, 2025)

Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation. - Ze Wang 008; Hao Chen 102; Benran Hu 003; Jiang Liu 014; Ximeng Sun; Jialian Wu; Yusheng Su; Xiaodong Yu; Emad Barsoum; Zicheng Liu 001 (CoRR, 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, 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, 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, 2025)