Kele Shao (SII)

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upvoted a paper 3 days ago

LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs

Paper • 2603.19217 • Published 4 days ago • 28

upvoted a paper 24 days ago

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published 25 days ago • 198

upvoted a paper about 1 month ago

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

Paper • 2602.12205 • Published Feb 12 • 80

upvoted a paper about 2 months ago

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

Paper • 2602.04804 • Published Feb 4 • 48

upvoted 3 papers 4 months ago

Accelerating Streaming Video Large Language Models via Hierarchical Token Compression

Paper • 2512.00891 • Published Nov 30, 2025 • 16

MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging

Paper • 2511.14806 • Published Nov 17, 2025 • 10

OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models

Paper • 2511.14582 • Published Nov 18, 2025 • 19

upvoted 4 papers 5 months ago

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published Oct 27, 2025 • 18

Don't Just Fine-tune the Agent, Tune the Environment

Paper • 2510.10197 • Published Oct 11, 2025 • 30

Which Heads Matter for Reasoning? RL-Guided KV Cache Compression

Paper • 2510.08525 • Published Oct 9, 2025 • 23

UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG

Paper • 2510.03663 • Published Oct 4, 2025 • 16

upvoted 2 papers 6 months ago

OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

Paper • 2510.06751 • Published Oct 8, 2025 • 22

RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning

Paper • 2510.02240 • Published Oct 2, 2025 • 18

upvoted a paper 8 months ago

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1, 2025 • 94

authored a paper 8 months ago

When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios

Paper • 2507.20198 • Published Jul 27, 2025 • 28

upvoted a paper 8 months ago

When Tokens Talk Too Much: A Survey of Multimodal Long-Context Token Compression across Images, Videos, and Audios

Paper • 2507.20198 • Published Jul 27, 2025 • 28

authored a paper 10 months ago

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Paper • 2505.21334 • Published May 27, 2025 • 21

upvoted a paper 10 months ago

HoliTom: Holistic Token Merging for Fast Video Large Language Models

Paper • 2505.21334 • Published May 27, 2025 • 21