Weisheng Xie
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(3)
Computer Vision
(2)
Machine Learning
(2)
Application Areas
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Core AI
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
speculative decoding
(2)
inference acceleration
(2)
large language model
(2)
vector quantization
(1)
parallel inference
(1)
geometric optimization
(1)
diffusion model
(1)
fixed point
(1)
fixed-point problem
(1)
latent diffusion
(1)
ddim inversion
(1)
convergence optimization
(1)
ordinary differential equation
(1)
language model inference
(1)
fixed-point iteration
(1)
token generation
(1)
semi-autoregressive generation
(1)
token acceptance
(1)
token drafting
(1)
hybrid drafting
(1)
Papers
A Geometric Perspective on Optimizing Vector Quantized Latent Diffusion Model for Image Restoration
AAAI 2026
Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting
AAAI 2026
Falcon: Faster and Parallel Inference of Large Language Models Through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree
AAAI 2025
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
NeurIPS 2024