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Qi Lei

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

13

papers

185

total citations

papers (13)

How Fine-Tuning Allows for Effective Meta-Learning

NEURIPS 2021arXiv

An Information-Theoretic Analysis of In-Context Learning

Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev

NEURIPS 2020arXiv

Optimal Gradient-based Algorithms for Non-concave Bandit Optimization

NEURIPS 2021arXiv

Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective

Controllable Prompt Tuning For Balancing Group Distributional Robustness

Going Beyond Linear RL: Sample Efficient Neural Function Approximation

NEURIPS 2021arXiv

Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering

NEURIPS 2023arXiv

Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking

Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness

Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms

NEURIPS 2023arXiv

Predicting What You Already Know Helps: Provable Self-Supervised Learning

NEURIPS 2021arXiv

Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity

NEURIPS 2025arXiv