Bin Gao
13 papers · 2008–2025 · 10 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (10) π Academic Marathon (17)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(5)
π
Century Club
(13)
Conferences
COLING (2)
EMNLP (2)
ICML (2)
AAAI (1)
AISTATS (1)
CVPR (1)
ECCV (1)
ICCV (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
riemannian optimization
(1)
model compression
(1)
feature alignment
(1)
stochastic optimization
(1)
contrastive learning
(1)
semantic segmentation
(1)
semi-supervised learning
(1)
uncertainty quantification
(1)
pseudo labeling
(1)
variance reduction
(1)
uncertainty estimation
(1)
pseudo label
(1)
layer skipping
(1)
inference acceleration
(1)
stiefel manifold
(1)
orthogonality constraint
(1)
semi-supervised semantic segmentation
(1)
landing algorithm
(1)
consistency training
(1)
long-context inference
(1)
Papers
LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace
ICLR 2025
Bilevel Reinforcement Learning via the Development of Hyper-gradient without Lower-Level Convexity
AISTATS 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
AAAI 2025
Distributed Retraction-Free and Communication-Efficient Optimization on the Stiefel Manifold
ICML 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
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation
CVPR 2022
EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs
ECCV 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
Co-learning of Word Representations and Morpheme Representations
COLING 2014
A Probabilistic Model for Learning Multi-Prototype Word Embeddings
COLING 2014
HTM: A Topic Model for Hypertexts
EMNLP 2008