Yisen Wang
~Yisen_Wang1
41
论文总数
20.5
年均投稿
平均评分
接收情况23/41
会议分布
ICLR
28
NeurIPS
9
ICML
4
发表论文 (41 篇)
202522 篇
4
EKAN: Equivariant Kolmogorov-Arnold Networks
ICLR 2025withdrawn
4
Incorporating Arbitrary Matrix Group Equivariance into KANs
ICML 2025Poster
4
Identifying and Understanding Cross-Class Features in Adversarial Training
ICML 2025Poster
4
Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD
ICLR 2025Poster
4
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning
ICML 2025Poster
4
Output Alignment: A Top-down Approach to Length Generalization
ICLR 2025Rejected
4
Can In-context Learning Really Generalize to Out-of-distribution Tasks?
ICLR 2025Poster
4
Long-Short Alignment for Effective Long-Context Modeling in LLMs
ICML 2025Poster
4
TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
ICLR 2025Poster
5
Propagation Alone is Enough for Graph Contrastive Learning
ICLR 2025Rejected
4
A Unified Theoretical Framework for Understanding Difficult-to-learn Examples in Contrastive Learning
ICLR 2025Rejected
4
Are Synthetic Classifiers Really as Good as Real Classifiers?
ICLR 2025Rejected
4
Rethinking Invariance in In-context Learning
ICLR 2025Poster
4
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
ICLR 2025Poster
4
Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms
NeurIPS 2025Poster
4
Projection Head is Secretly an Information Bottleneck
ICLR 2025Poster
4
AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation
ICLR 2025withdrawn
4
$\texttt{G1}$: Teaching LLMs to Reason on Graphs with Reinforcement Learning
NeurIPS 2025Poster
4
Towards Reliable Backdoor Attacks on Vision Transformers
ICLR 2025withdrawn
4
Language Ranker: A Lightweight Ranking framework for LLM Decoding
NeurIPS 2025Poster
5
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
ICLR 2025Poster
5
What is Wrong with Perplexity for Long-context Language Modeling?
ICLR 2025Poster
202419 篇
4
Improved Invariant Learning for Node-level Out-of-distribution Generalization on Graphs
ICLR 2024Rejected
4
On the Role of Discrete Tokenization in Visual Representation Learning
ICLR 2024Spotlight
4
CONTROL: A Contrastive Learning Framework for Open World Semi-Supervised Learning
ICLR 2024Rejected
3
On the Theoretical Analysis of Dense Contrastive Learning
ICLR 2024Rejected
4
Characterizing Robust Overfitting in Adversarial Training via Cross-Class Features
ICLR 2024Rejected
4
Dissecting the Failure of Invariant Learning on Graphs
NeurIPS 2024Poster
5
Do Generated Data Always Help Contrastive Learning?
ICLR 2024Poster
4
Bridging Autoregressive and Masked Modeling for Enhanced Visual Representation Learning
ICLR 2024Rejected
4
How to Craft Backdoors with Unlabeled Data Alone?
ICLR 2024Rejected
5
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
NeurIPS 2024Poster
4
Non-negative Contrastive Learning
ICLR 2024Poster
4
EigenGuard: Backdoor Defense in Eigenspace
ICLR 2024Rejected
5
A Unified Framework of Theoretically Robust Contrastive Loss against Label Noise
ICLR 2024Rejected
4
A Canonicalization Perspective on Invariant and Equivariant Learning
NeurIPS 2024Poster
4
Understanding the Role of Equivariance in Self-supervised Learning
NeurIPS 2024Poster
4
Towards Reliable Backdoor Attacks on Vision Transformers
ICLR 2024Rejected
5
A Theoretical Understanding of Self-Correction through In-context Alignment
NeurIPS 2024Poster
4
AttnGCG: Enhancing Adversarial Attacks on Language Models with Attention Manipulation
NeurIPS 2024Rejected
4
Towards Control-Centric Representations in Reinforcement Learning from Images
ICLR 2024Rejected