Yifu Lu

PhD student@Princeton University·美国·OpenReview

研究方向

deep learning · computer vision · diffusion model · transformer · NLP · differential privacy · membership inference attack · property inference attack · machine learning · federated learning

4.0

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

ICLR 2026Desk Rejected

3.5

On Path to Multimodal Historical Reasoning: HistBench and HistAgent

ICLR 2026Rejected

2.7

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

ICLR 2026Rejected

7.5

Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction

合作者 (20)

Yifu Lu

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution

On Path to Multimodal Historical Reasoning: HistBench and HistAgent

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes

Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction

Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models

ELFS: Label-Free Coreset Selection with Proxy Training Dynamics

Attention-Only Transformers via Unrolled Subspace Denoising

Attention-Only Transformers via Unrolled Subspace Denoising