影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
57.2/100
前 5.6%
全站排名 #3,613
发表论文15 篇
平均评分
年均产出5.0 篇/年
Changwen Zheng
研究方向
deep learning · machine learning · realistic rendering · evolutionary computation · path planning
45
On the Universality of Self-Supervised Learning
ICLR 2026Rejected
通讯22
Supporting Multimodal Intermediate Fusion with Informatic Constraint and Distribution Coherence
ICLR 2026Poster
三作31
CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting
ICLR 2026Rejected
通讯4
Reward Model Generalization for Compute-Aware Test-Time Reasoning
ICLR 2026Withdrawn
23
Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
NeurIPS 2025Poster
9
Towards the Causal Complete Cause of Multi-Modal Representation Learning
ICML 2025Poster
37
On the Out-of-Distribution Generalization of Self-Supervised Learning
ICLR 2025Rejected
通讯9
On the Out-of-Distribution Generalization of Self-Supervised Learning
ICML 2025Poster
通讯8
LLM Enhancers for GNNs: An Analysis from the Perspective of Causal Mechanism Identification
ICML 2025Poster
36
On the Universality of Self-Supervised Representation Learning
ICLR 2025Withdrawn
通讯13
Learning Invariant Causal Mechanism from Vision-Language Models
ICML 2025Poster
5
Rigid Body Dynamics Simulation Based on GNNs with Constraints
ICLR 2025Withdrawn
通讯5
What Makes a Good Time-series Forecasting Model? A Causal Perspective
ICLR 2025Withdrawn