Lei Tian

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

Frequent co-authors

Hao-Yu Zhang (1)Arshad Rahman (1)Adnan Aziz (1)Ajith Prabhudev (1)Amin Farmahini (1)Ben Rhoads (1)Benjamin Rhoads (1)Benson Ma (1)

Papers (2)

Oct 15, 2026

Hao-Yu Zhang +713d ago

Architecting for Hardware Diversity: Meta's End-to-End Co-Design for High-Performance AI Training on AMD GPUs

Hyperscalers can achieve 1.5x training throughput gains on AMD GPUs by moving beyond direct CUDA porting to hardware-model co-design and agentic optimization workflows.

Hao-Yu Zhang, Arshad Rahman, Adnan Aziz +69

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

Jul 13, 2026

Jul 13, 2026·also Tsinghua AI, Affiliation:, CAS, Duke +8

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy

Trustworthy medical agents could evolve autonomously through interactive learning, rather than relying solely on parameter scaling.

Chunzheng Zhu, Lei Tian, Bohan Tan +8

Multimodal Models Reasoning & Chain-of-Thought Tool Use & Agents

Lei Tian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Lei Tian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)