Lattice AI Research

Research focus

Code Generation & Program Synthesis (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Xue Xia (1)Chengkai Yao (1)Mingyu Tsoi (1)Xinjie Mao (1)

Papers (2)

Apr 21, 2026

Xue Xia +105d ago

AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories

AI can now automatically reverse-engineer and rigorously validate complex biological simulations, pinpointing the key components driving performance with superhuman accuracy.

Xue Xia, Chengkai Yao, Mingyu Tsoi +8

Code Generation & Program Synthesis Scientific Discovery & Drug Design Tool Use & Agents

Apr 5, 2026

3w ago·also Google Research, Independent Researcher, McGill, UofT

NEURA: A Unified and Retargetable Compilation Framework for Coarse-Grained Reconfigurable Architectures

CGRA performance jumps by 2.7x thanks to NEURA, a compilation framework that elegantly transforms control flow into dataflow.

Shangkun Li, Jinming Ge, Diyuan Tao +5

Architecture Design (Transformers, SSMs, MoE)Distributed Systems & Hardware

Cheng Tan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Cheng Tan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)