Xinyuan Xie

University of California

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)Scientific Discovery & Drug Design (1)Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)

Frequent co-authors

Paata Ivanisvili (1)Zhiheng Liu (1)Zhiqiang Lv (1)Liyin Liang (1)

Papers (2)

May 6, 2026

Paata Ivanisvili +12w ago·also University of California

Grokability in five inequalities

AI can now discover and suggest genuinely novel mathematical inequalities, hinting at its potential for breakthroughs beyond traditional theorem proving.

Paata Ivanisvili, Xinyuan Xie

Reasoning & Chain-of-Thought Scientific Discovery & Drug Design

Mar 29, 2026

University of CaliforniaMar 29, 2026

EvA: An Evidence-First Audio Understanding Paradigm for LALMs

LALMs struggle more with *hearing* the evidence than *reasoning* about it, and EvA's evidence-first fusion architecture proves it.

Xinyuan Xie, Zhiheng Liu, Zhiqiang Lv +1

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Speech & Audio

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Xinyuan Xie

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)