Jun Hou
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Academic Marathon (5) π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(32)
π§
Keyword Pioneer
π₯
Unstoppable
(6)
Conferences
AAAI (4)
EMNLP (2)
CVPR (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
federated learning
(2)
attention mechanism
(2)
semi-supervised learning
(1)
domain generalization
(1)
transfer learning
(1)
prototype learning
(1)
mixture of expert
(1)
group activity recognition
(1)
multimodal learning
(1)
multi-label classification
(1)
distributed learning
(1)
semantic representation
(1)
procedural generation
(1)
mutual information
(1)
connectionist temporal classification
(1)
kl divergence
(1)
few-shot learning
(1)
bi-level optimization
(1)
data imbalance
(1)
metric learning
(1)
Papers
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare
EMNLP 2025
BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration
EMNLP 2025
SceneX: Procedural Controllable Large-Scale Scene Generation
AAAI 2025
Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators
AAAI 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning
CVPR 2024
Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
ICLR 2023
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention
AAAI 2022
GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer
ICCV 2021
GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition
AAAI 2020