Lattice AI Research

Research focus

Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Computer Vision (1)

Frequent co-authors

Kunpeng Zhang (1)Dongwei Xiao (1)Dongwei Xiao (1)Daoyuan Wu (1)

Papers (2)

Feb 26, 2026

University of Marland2w ago·also HKUST

LLM-Powered Silent Bug Fuzzing in Deep Learning Libraries via Versatile and Controlled Bug Transfer

LLMs can proactively unearth silent bugs in deep learning libraries by transferring bug patterns from historical reports to similar APIs, finding 79 previously unknown bugs.

Kunpeng Zhang, Kunpeng Zhang, Dongwei Xiao +10

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

Feb 25, 2026

University of Marland2w ago·also Meta AI

Decoding the Hook: A Multimodal LLM Framework for Analyzing the Hooking Period of Video Ads

Unlocking the secrets of viral video ads: a new MLLM framework reveals which initial moments hook viewers and drive conversions.

Kunpeng Zhang, Poppy Zhang, Shawndra Hill +1

Computer Vision Multimodal Models Natural Language Processing

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Kunpeng Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)