PaperHub

Guangyi Chen

~Guangyi_Chen1

26
论文总数
13.0
年均投稿
5.9
平均评分
接收情况18/26
会议分布
ICLR
14
NeurIPS
9
ICML
3

发表论文 (26 篇)

202515 篇

6.4
4

Towards Self-Refinement of Vision-Language Models with Triangular Consistency

NeurIPS 2025Poster
6.8
4

Dimensional Collapse in VQVAEs: Evidence and Remedies

NeurIPS 2025Poster
6.6
5

Identification of Intermittent Temporal Latent Process

ICLR 2025Poster
5.8
5

Causal Representation Learning from Multimodal Biomedical Observations

ICLR 2025Poster
4.8
4

Counterfactual Delayed Feedback Learning

ICLR 2025Rejected
4.5
4

Robust Heterogeneous Treatment Effect Estimation under Covariate Perturbation

ICLR 2025Rejected
6.3
3

A General Representation-Based Approach to Multi-Source Domain Adaptation

ICML 2025Poster
4.9
4

Learning Vision and Language Concepts for Controllable Image Generation

ICML 2025Poster
6.8
4

Online Time Series Forecasting with Theoretical Guarantees

NeurIPS 2025Poster
6.8
5

Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis

NeurIPS 2025Rejected
6.0
3

Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning

ICLR 2025Poster
4.9
4

Reflection-Window Decoding: Text Generation with Selective Refinement

ICML 2025Poster
4.8
4

Reflection Window: Text Generation with Selective Refinement

ICLR 2025Rejected
8.0
3

On the Identification of Temporal Causal Representation with Instantaneous Dependence

ICLR 2025Oral
6.8
4

Towards Identifiability of Hierarchical Temporal Causal Representation Learning

NeurIPS 2025Poster

202411 篇

5.5
4

Learning Temporal Causal Representation under Non-Invertible Generation Process

ICLR 2024Rejected
6.0
5

LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer

ICLR 2024Poster
5.3
4

Temporal Causal Mechanism Transfer for Few-shot Action Recognition

ICLR 2024Rejected
5.8
4

Towards Understanding Extrapolation: a Causal Lens

NeurIPS 2024Poster
5.8
4

Learning Discrete Concepts in Latent Hierarchical Models

NeurIPS 2024Poster
5.5
4

Causal Temporal Representation Learning with Nonstationary Sparse Transition

NeurIPS 2024Poster
6.5
4

Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability

ICLR 2024Poster
3.0
3

Continual Nonlinear ICA-Based Representation Learning

ICLR 2024Rejected
6.3
4

On Causal Discovery in the Presence of Deterministic Relations

ICLR 2024Rejected
6.2
5

Federated Causal Discovery from Heterogeneous Data

ICLR 2024Poster
6.8
4

On Causal Discovery in the Presence of Deterministic Relations

NeurIPS 2024Poster
合作者 (20)