Bin Gao
13 papers · 2008–2025 · 10 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Gold
🏃
Academic Marathon · Full
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory · Machine Learning
(6)
Mathematics & Optimization
(4)
Optimization
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Mathematics
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
convergence rate
(3)
stiefel manifold
(2)
bilevel optimization
(2)
feature alignment
(1)
reinforcement learning
(1)
semantic segmentation
(1)
contrastive learning
(1)
uncertainty quantification
(1)
pseudo labeling
(1)
canonical correlation analysis
(1)
variance reduction
(1)
distributed stochastic optimization
(1)
communication efficient
(1)
semi-supervised learning
(1)
stochastic optimization
(1)
uncertainty estimation
(1)
sampling complexity
(1)
pseudo label
(1)
layer skipping
(1)
model compression
(1)
Papers
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
AAAI 2025
Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity
AISTATS 2025
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
ICML 2025
LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace
ICLR 2025
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints
JMLR 2024
Optimization without Retraction on the Random Generalized Stiefel Manifold
ICML 2024
EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs
ECCV 2022
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation
CVPR 2022
C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing
ICCV 2021
Solving Verbal Questions in IQ Test by Knowledge-Powered Word Embedding
EMNLP 2016
A Probabilistic Model for Learning Multi-Prototype Word Embeddings
COLING 2014
Co-learning of Word Representations and Morpheme Representations
COLING 2014
HTM: A Topic Model for Hypertexts
EMNLP 2008