Hsien Xin Peng

Intern, Computer Science and Engineering, University of California, Santa Cruz

Joined

September 2024

Names

Hsien Xin Peng (Preferred)

Emails

****@ucsc.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Intern

Computer Science and Engineering, University of California, Santa Cruz (ucsc.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Don’t Overthink It: Detecting and Truncating Overthinking in LRMs with Lightweight DeBERTa
Hsien Xin Peng, Aaroosh Rustagi, Khushal Murthy, Attrey Koul, Kevin Zhu
- AAAI 2026 Bridge LMReasoning
- Readers: Everyone
Confidence-Coverage Gating for Early Exit
Aaroosh Rustagi, Hsien Xin Peng, Khushal Murthy, Attrey Koul, Ryan Lagasse, Kevin Zhu
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution
Timothy Wei, Hsien Xin Peng, Elaine Xu, Bryan Zhao, Lei Ding, Diji Yang
- Video-Langauge Models Poster
- Readers: Everyone
Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution
Timothy Wei, Hsien Xin Peng, Elaine Xu, Bryan Zhao, Lei Ding, Diji Yang
- CoRR 2024
- Readers: Everyone

Co-Authors