Javen Qinfeng Shi
22 papers · 2020–2026 · 12 venues · across top CS/AI venues
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causal discovery
(2)
domain generalization
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graph neural network
(2)
semantic role labeling
(2)
continual learning
(2)
catastrophic forgetting
(2)
cross-modal alignment
(2)
directed acyclic graph
(2)
text classification
(2)
causal representation learning
(2)
few-shot learning
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vision-language navigation
(2)
variational inference
(1)
image classification
(1)
adversarial robustness
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feature learning
(1)
reinforcement learning
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cluster analysis
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opinion mining
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image segmentation
(1)
Papers
Identifying Weight-Variant Latent Causal Models
JMLR 2026
Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
ACL 2026
Analytic DAG Constraints for Differentiable DAG Learning
ICLR 2025
A Simple-but-Effective Baseline for Training-Free Class-Agnostic Counting
WACV 2025
Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning
ICCV 2025
Coreset Selection via Reducible Loss in Continual Learning
ICLR 2025
Augmented Commonsense Knowledge for Remote Object Grounding
AAAI 2024
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts
ECCV 2024
Identifiable Latent Polynomial Causal Models through the Lens of Change
ICLR 2024
Semantic Role Labeling Guided Out-of-distribution Detection
COLING 2024
Factor Graph Neural Networks
JMLR 2023
Active Learning by Feature Mixing
CVPR 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
EMNLP 2022
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense
ICML 2022
ForeSI: Success-Aware Visual Navigation Agent
WACV 2022
Implicit Sample Extension for Unsupervised Person Re-Identification
CVPR 2022
Learning Bayesian Sparse Networks With Full Experience Replay for Continual Learning
CVPR 2022
Truncated Matrix Power Iteration for Differentiable DAG Learning
NeurIPS 2022
UOA at the FinNLP-2022 ERAI Task: Leveraging the Class Label Description for Financial Opinion Mining
EMNLP 2022
Consistency-Aware Graph Network for Human Interaction Understanding
ICCV 2021
Memory-Augmented Dynamic Neural Relational Inference
ICCV 2021
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen
NeurIPS 2020