Biwei Huang
~Biwei_Huang1
41
论文总数
20.5
年均投稿
平均评分
接收情况20/41
会议分布
ICLR
29
NeurIPS
11
ICML
1
发表论文 (41 篇)
202520 篇
4
TrendDiff: Decoupling Intrinsic and Measurement Trends for Enhanced Time Series Causal Discovery
ICLR 2025Rejected
4
Identification of Nonparametric Dynamic Causal Model and Latent Process for Climate Analysis
ICLR 2025Rejected
-
Unified Framework for Causal Discovery and Long-term Forecasting in Non-stationary Environments
ICLR 2025withdrawn
5
Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis
NeurIPS 2025Rejected
4
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
ICLR 2025Poster
4
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations
ICLR 2025Poster
4
Practical Kernel Selection for Kernel-based Conditional Independence Test
NeurIPS 2025Poster
4
Practical Kernel Learning for Kernel-based Conditional Independent Test
ICLR 2025Rejected
4
MissScore: High-Order Score Estimation in the Presence of Missing Data
ICLR 2025Rejected
3
Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems
NeurIPS 2025Spotlight
4
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
ICLR 2025Rejected
4
Differentiable Causal Discovery for Latent Hierarchical Causal Models
ICLR 2025Poster
3
MissScore: High-Order Score Estimation in the Presence of Missing Data
ICML 2025Poster
4
Turning Challenges into Opportunities: How Distribution Shifts Enhance Identifiability in Causal Representation Learning
ICLR 2025Rejected
4
Revisiting Differentiable Structure Learning: Inconsistency of $\ell_1$ Penalty and Beyond
ICLR 2025Rejected
4
Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
ICLR 2025Rejected
4
Analytic DAG Constraints for Differentiable DAG Learning
ICLR 2025Poster
4
Towards General Continuous Memory for Vision-Language Models
NeurIPS 2025Poster
5
Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
NeurIPS 2025Spotlight
5
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
ICLR 2025Poster
202421 篇
5
Identifying Latent State Transition Processes for Individualized Reinforcement Learning
ICLR 2024Rejected
3
Advancing Counterfactual Inference through Quantile Regression
ICLR 2024Rejected
4
Boosting Efficiency in Task-Agnostic Exploration Through Causal Knowledge
ICLR 2024Rejected
5
Optimal Kernel Choice for Score Function-based Causal Discovery
ICLR 2024Rejected
4
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
NeurIPS 2024Poster
4
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
ICLR 2024Poster
3
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
NeurIPS 2024Poster
3
Decoupling Intrinsic and Measurement Trends: A Crucial Consideration in Time Series Causal Discovery
ICLR 2024Rejected
3
Natural Counterfactuals With Necessary Backtracking
ICLR 2024Rejected
4
On Causal Discovery in the Presence of Deterministic Relations
ICLR 2024Rejected
4
Learning Discrete Concepts in Latent Hierarchical Models
NeurIPS 2024Poster
4
Natural Counterfactuals With Necessary Backtracking
NeurIPS 2024Poster
4
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024Poster
4
On Causal Discovery in the Presence of Deterministic Relations
NeurIPS 2024Poster
4
Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
ICLR 2024Poster
5
Federated Causal Discovery from Heterogeneous Data
ICLR 2024Poster
4
Identifiable Latent Causal Content for Domain Adaptation under Latent Covariate Shift
ICLR 2024Rejected
5
Identifiable Latent Polynomial Causal Models through the Lens of Change
ICLR 2024Poster
4
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment
ICLR 2024Rejected
5
Identifiable State Disentanglement for Reinforcement Learning with Policy Optimality
ICLR 2024withdrawn
4
Analytic DAG Constraints for Differentiable DAG Learning
ICLR 2024Rejected