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Research is formalized curiosity.

2026

ClusQuant: Mitigating Outliers with Clustering-Based Representations for Low-Precision LRMs
Xingyu Liu*, Xiangyang Yin*, Tianhua Xia, Haiyu Wang, Sai Qian Zhang
Conference on Neural Information Processing Systems (NeurIPS), 2026
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
International Conference on Machine Learning (ICML), 2026
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
International Conference on Learning Representations (ICLR), 2026