Emad Barsoum
20 papers · 2024–2026 · 8 conferences · across top CS/AI conferences
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Keywords
diffusion model
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large language model
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model compression
(3)
neural network optimization
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image generation
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transformer model
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agent system
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model pruning
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self-attention mechanism
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preference optimization
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question answering
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code generation
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autonomous driving
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continual learning
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logical reasoning
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computational complexity
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image restoration
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vision transformer
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Papers
Learnable Permutation for Structured Sparsity on Transformer Models
AAAI 2026
Theory-optimal Quantization Based on Flatness
ACL 2026
DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation
AAAI 2026
MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control
ACL 2026
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
AAAI 2026
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
CVPR 2025
ReNeg: Learning Negative Embedding with Reward Guidance
CVPR 2025
Agent Laboratory: Using LLM Agents as Research Assistants
EMNLP 2025
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding
ICML 2025
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
NAACL 2025
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
EMNLP 2025
EGSRAL:An Enhanced 3D Gaussian Splatting Based Renderer with Automated Labeling for Large-Scale Driving Scene
AAAI 2025
Self-Taught Agentic Long Context Understanding
ACL 2025
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
ACL 2025
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism
COLING 2025
Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
ICML 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
NIPS 2024
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
EMNLP 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
NIPS 2024
QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion
NIPS 2024