Kefan Dong

Identifiers

• name variant Kefan Dong 0.60 · backfill

Papers (16)

1. Scaling Self-Play with Self-Guidance cs.LG · 2026 · author #3
2. STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving cs.LG · 2025 · author #1
3. Formal Theorem Proving by Rewarding LLMs to Decompose Proofs Hierarchically cs.LG · 2024 · author #1
4. Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time cs.LG · 2023 · author #3
5. Toward $L_\infty$-recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields cs.LG · 2023 · author #1
6. Model-based Offline Reinforcement Learning with Local Misspecification cs.LG · 2023 · author #1
7. First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains cs.LG · 2022 · author #1
8. Asymptotic Instance-Optimal Algorithms for Interactive Decision Making cs.LG · 2022 · author #1
9. Design of Experiments for Stochastic Contextual Linear Bandits cs.LG · 2021 · author #2
10. Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature cs.LG · 2021 · author #1
11. Refined Analysis of FPL for Adversarial Markov Decision Processes cs.LG · 2020 · author #2
12. Multinomial Logit Bandit with Low Switching Cost cs.LG · 2020 · author #1
13. On the Expressivity of Neural Networks for Deep Reinforcement Learning cs.LG · 2019 · author #1
14. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank cs.LG · 2019 · author #1
15. Exploration via Hindsight Goal Generation cs.LG · 2019 · author #2
16. Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP cs.LG · 2019 · author #1

Mentions

• 2502.00212 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2411.01829 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2306.16361 #3 · arxiv_oai · confidence 0.70 Kefan Dong
• 2206.02326 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2305.00322 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2301.11426 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2211.11719 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2102.04168 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2107.09912 #2 · arxiv_oai · confidence 0.70 Kefan Dong
• 1910.05927 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 2008.09251 #2 · arxiv_oai · confidence 0.70 Kefan Dong
• 2007.04876 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 1909.02506 #1 · arxiv_oai · confidence 0.70 Kefan Dong
• 1906.04279 #2 · arxiv_oai · confidence 0.70 Kefan Dong
• 1901.09311 #1 · arxiv_oai · confidence 0.70 Kefan Dong

Frequent Coauthors

• Tengyu Ma 9 shared papers
• Yuan Zhou 3 shared papers
• Arvind Mahankali 2 shared papers
• Emma Brunskill 2 shared papers
• Jian Peng 2 shared papers
• Yuanhao Wang 2 shared papers
• Allen Nie 1 shared papers
• Andrea Zanette 1 shared papers
• Jeff Z. HaoChen 1 shared papers
• Jiaqi Yang 1 shared papers
• Jonathan Lee 1 shared papers
• Kaiyue Wen 1 shared papers
• Liwei Wang 1 shared papers
• Luke Bailey 1 shared papers
• Margalit Glasgow 1 shared papers
• Qiang Liu 1 shared papers
• Qin Zhang 1 shared papers
• Tatsunori Hashimoto 1 shared papers
• Xiaoyu Chen 1 shared papers
• Yannis Flet-Berliac 1 shared papers