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Pinxin Liu | Lattice

Pinxin Liu

Sony Group Corporation ♡, University of Rochester, Carnegie Mellon University ♠ University of Washington

CMU Machine Learning

Papers on Lattice

2

Total citations

0

Topics

5

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (2)Computer Vision (1)Reasoning & Chain-of-Thought (1)Multimodal Models (1)

Frequent co-authors

Yolo Y. Tang (1)Daiki Shimada (1)Jiayue Meng (1)Jing Bi (1)

Papers (2)

Sep 14, 2026

CMU ML6d ago·also Rochester, Sony

BVB: Benchmarking Agentic Video Understanding via Programmatic Reconstruction in Blender

Yolo Y. Tang, Daiki Shimada, Jiayue Meng +13

Computer Vision Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

Jun 24, 2026

Jun 24, 2026·also CMU ML, Affiliation:, Rochester, Sony +1

From Sounds to Scenes: A Benchmark for Evaluating Context-Aware Auditory Scene Understanding in Large Audio Language Models

Integrating multiple acoustic sources is essential for LALMs, yet current benchmarks miss this crucial aspect, revealing a significant gap in audio understanding evaluation.

Hoang H Nguyen, Kazi Shaharair Sharif, Wen-Jun Huang +3

Eval Frameworks & Benchmarks Multimodal Models Speech & Audio

Speech & Audio (1)

Yicheng Wang (1)

Yunzhong Xiao (1)

Zhangyun Tan (1)

Zeliang Zhang (1)