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Xing Sun

Papers on Lattice

2

Total citations

0

Topics

4

h-index

5

Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (2)Multimodal Models (2)Eval Frameworks & Benchmarks (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Yunhang Shen (2)Haoyu Cao (2)Hongbo Liu (1)Peixian Chen (1)Sihan Liu (1)Siyuan Liu (1)Peiyuan Zhang (1)Peilu Zhang (1)

Papers (2)

Aug 26, 2026

Hongbo Liu +16Aug 26, 2026·also School of Economics, University of California San, Yale

Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios

Current MLLMs falter in following complex video instructions, revealing a significant oversight in their evaluation metrics.

Hongbo Liu, Peixian Chen, Sihan Liu +14

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

Mar 6, 2026

Lijiang Li +8Mar 6, 2026

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

Ditch autoregressive MLLMs: Omni-Diffusion proves that mask-based discrete diffusion models can unify multimodal understanding and generation across text, speech, and images with competitive performance.

Lijiang Li, Zuwei Long, Yunhang Shen +6

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models