Lei Qi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Multimodal Models (1)Scalable Oversight & Alignment Theory (1)Code Generation & Program Synthesis (1)

Frequent co-authors

Weitong Kong (1)Di Wen (1)Kunyu Peng (1)David Schneider (1)

Papers (2)

Apr 22, 2026

Weitong Kong +124d ago

IMPACT-CYCLE: A Contract-Based Multi-Agent System for Claim-Level Supervisory Correction of Long-Video Semantic Memory

Correcting errors in long-video understanding doesn't have to be a nightmare: IMPACT-CYCLE slashes human arbitration costs by 4.8x while boosting VQA accuracy by intelligently decomposing the task and focusing human effort where it matters most.

Weitong Kong, Di Wen, Kunyu Peng +10

Computer Vision Multimodal Models Scalable Oversight & Alignment Theory

Mar 4, 2026

Mar 4, 2026·also National Technology Innovation Center, UT Austin

iScript: A Domain-Adapted Large Language Model and Benchmark for Physical Design Tcl Script Generation

LLMs can now generate Innovus Tcl scripts for physical design with higher accuracy, thanks to a new domain-adapted model and benchmark that tackles the data scarcity problem.

Zhaoyang Zhang, Senlin Shu, Lei Qi +6

Code Generation & Program Synthesis Data Curation & Synthetic Data Eval Frameworks & Benchmarks

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Lei Qi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)