Shiguo Lian
7 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
ACL (1)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
large language model
(3)
image generation
(1)
probabilistic modeling
(1)
sentiment analysis
(1)
graph theory
(1)
gradient-based optimization
(1)
uncertainty quantification
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
computational efficiency
(1)
semantic hierarchy
(1)
discrete optimization
(1)
reconstruction error
(1)
generative model
(1)
diffusion model
(1)
mixture of expert
(1)
vision-language model
(1)
denoising diffusion
(1)
denoising process
(1)
image-text retrieval
(1)
Papers
Mixture of Heterogeneous Grouped Experts for Language Modeling
ACL 2026
HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment
AAAI 2026
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
AAAI 2026
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
EMNLP 2025
DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
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