Shiguo Lian
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(25)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Optimization & Theory · Deep Learning
(3)
Computer Vision
(2)
Applications
(2)
Generation
(2)
Models
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Keywords
large language model
(3)
vision-language model
(2)
image generation
(2)
probabilistic modeling
(1)
graph theory
(1)
gradient-based optimization
(1)
disparity estimation
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
depth estimation
(1)
computational efficiency
(1)
semantic hierarchy
(1)
discrete optimization
(1)
reconstruction error
(1)
generative model
(1)
stereo matching
(1)
diffusion model
(1)
multimodal dataset
(1)
mixture of expert
(1)
uncertainty quantification
(1)
Papers
Beyond Geometry: Artistic Disparity Synthesis for Immersive 2D-to-3D
CVPR 2026
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
AAAI 2026
HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment
AAAI 2026
Mixture of Heterogeneous Grouped Experts for Language Modeling
ACL 2026
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
EMNLP 2025
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
EMNLP 2025
Optimizing for the Shortest Path in Denoising Diffusion Model
CVPR 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis
ECCV 2024