Tianhua Xia

PhD student, Electrical Engineering, New York University

Joined

November 2024

Names

Tianhua Xia (Preferred)

Emails

****@nyu.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Electrical Engineering, New York University (nyu.edu)

2024 – 2029

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2029

Expertise

Computer Architecture

2024 – Present

Publications

DREAM-R: Multimodal Speculative Reasoning with RL-Based Refined Drafting, Precise Verification, and Fully Parallel Execution
Yunhai Hu, Zining Liu, Xiangyang Yin, Tianhua Xia, BO BAO, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts
Xiangyang Yin, Xingyu Liu, Tianhua Xia, BO BAO, Vithursan Thangarasa, Valavan Manohararajah, Eric Sather, Sai Qian Zhang
- ICLR 2026 Poster
- Readers: Everyone
STAR: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation
Zining Liu, Yunhai Hu, Tianhua Xia, BO BAO, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
FoSAM: Focus-Oriented Adaptive Token Sampling for Efficient Segment Anything in Augmented Reality
Ziqi Wang, Tianhua Xia, Haiyu Wang, Hongyi Zeng, Zhenyuan Dong, Qiance Tang, Jieyu Lin, Ziyun Li, Barbara De Salvo, Sai Qian Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding
Yunhai Hu, Tianhua Xia, Zining Liu, Rahul Raman, Xingyu Liu, BO BAO, Eric Sather, Vithursan Thangarasa, Sai Qian Zhang
- NeurIPS 2025 poster
- Readers: Everyone

Co-Authors