Xuefeng Du

8 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ICML ×4 NeurIPS ×2 AAAI ×1 ICLR ×1

Frequent coauthors

Yixuan Li

×7

Leitian Tao

×2

Min-Hsuan Yeh

×2

Seongheon Park

×2

Shawn Im

×2

Zhen Fang

×2

Jeffrey Wang

×1

Haobo Wang

×1

Changdae Oh

×1

Chaowei Xiao

×1

Ilias Diakonikolas

×1

Yiyou Sun

×1

Papers

Teach AI What It Doesn't Know
AAAI 2026 · Xuefeng Du
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
NeurIPS 2025 ·
Leitian Tao
, Xuefeng Du,
Sharon Li
Position: Challenges and Future Directions of Data-Centric AI Alignment
ICML 2025 ·
Min-Hsuan Yeh
,
Jeffrey Wang
, Xuefeng Du,
Seongheon Park
,
Leitian Tao
,
Shawn Im
,
Yixuan Li
Steer LLM Latents for Hallucination Detection
ICML 2025 ·
Seongheon Park
, Xuefeng Du,
Min-Hsuan Yeh
,
Haobo Wang
,
Yixuan Li
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
ICML 2025 ·
Changdae Oh
,
Zhen Fang
,
Shawn Im
, Xuefeng Du,
Yixuan Li
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection
NeurIPS 2024 · Xuefeng Du,
Chaowei Xiao
,
Sharon Li
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
ICLR 2024 · Xuefeng Du,
Zhen Fang
,
Ilias Diakonikolas
,
Yixuan Li
When and How Does In-Distribution Label Help Out-of-Distribution Detection?
ICML 2024 · Xuefeng Du,
Yiyou Sun
,
Yixuan Li