ModalityDance

university

https://liyongqi67.github.io/

ModalityDance

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AI & ML interests

We focus on Natural Language Processing and Multimodal Learning, exploring generative AI across different modalities.

Recent Activity

HongruCai authored a paper about 16 hours ago

EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory

HongruCai authored a paper about 16 hours ago

PalmClaw: A Native On-Device Agent Framework for Mobile Phones

HongruCai updated a model about 18 hours ago

ModalityDance/EngramEdit-LongCat-Flash-Lite-MQuAKE-3K

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Papers

EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory

PalmClaw: A Native On-Device Agent Framework for Mobile Phones

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ModalityDance 's collections 8

EngramEdit

"EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory"

EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory

Paper • 2610.10533 • Published 2 days ago • 4
ModalityDance/EngramEdit-LongCat-Flash-Lite-MCF-2K

Text Generation • Updated about 18 hours ago
ModalityDance/EngramEdit-LongCat-Flash-Lite-zsRE-2K

Text Generation • Updated about 18 hours ago
ModalityDance/EngramEdit-LongCat-Flash-Lite-MQuAKE-3K

Text Generation • Updated about 18 hours ago

PhysTool-Bench

PhysTool-Bench is a benchmark that evaluates how well MLLMs perceive, select, and sequence PHYSICAL tools in real-world scenes.

ModalityDance/PhysTool-Bench

Viewer • Updated Jun 10 • 2.51k • 153
Beyond APIs: Probing the Limits of MLLMs in Physical Tool Use

Paper • 2606.10803 • Published Jun 9 • 3

IVT-LR

checkpoints for the paper Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space

ModalityDance/IVTLR_QWEN_SQA

Updated Jan 21
ModalityDance/IVTLR_CHAMELEON_SQA

Updated Jan 21
ModalityDance/IVTLR_QWEN_M3COT

Updated Jan 21
ModalityDance/IVTLR_CHAMELEON_M3COT

Updated Jan 21

Omni-R1

Checkpoints and data for the paper Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning.

ModalityDance/Omni-R1-Zero

Any-to-Any • 7B • Updated Jan 21 • 19
ModalityDance/Omni-R1

Any-to-Any • 7B • Updated Jan 21 • 32
ModalityDance/Omni-Bench

Viewer • Updated May 26 • 799 • 30 • 1
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning

Paper • 2601.09536 • Published Jan 14 • 5

SLPO

Checkpoints for the paper SLPO: Scaling Latent Reasoning via a Surrogate Policy (arXiv:2607.19691).

ModalityDance/slpo-coconut-gpt2

Text Generation • 0.1B • Updated Jul 23 • 164
ModalityDance/slpo-codi-gpt2

Text Generation • 0.1B • Updated Jul 23 • 22

MRM

Checkpoints for the paper: "One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment".

ModalityDance/MRM-Reddit150-V2

Text Classification • Updated Apr 21
ModalityDance/MRM-Reddit100-V2

Text Classification • Updated Apr 21
ModalityDance/MRM-Reddit150-V1

Text Classification • Updated Apr 21
ModalityDance/MRM-Reddit100-V1

Text Classification • Updated Apr 21

AR-Omni

Checkpoints and data for the paper AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

ModalityDance/AR-Omni-Pretrain-v0.1

Any-to-Any • Updated Feb 9 • 19 • 1
ModalityDance/AR-Omni-Chat-v0.1

Any-to-Any • Updated Feb 9 • 28 • 1
ModalityDance/AR-Omni-Instruct-v0.1

Viewer • Updated Jan 28 • 481k • 53
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

Paper • 2601.17761 • Published Jan 25 • 14

Latent TTS

checkpoints for the paper Parallel Test-Time Scaling for Latent Reasoning Models.

ModalityDance/latent-tts-rm

Token Classification • 0.1B • Updated Jan 11 • 30
ModalityDance/latent-tts-colar

Text Generation • 1B • Updated Jan 14 • 272
ModalityDance/latent-tts-coconut

Text Generation • 0.1B • Updated Jan 14 • 511
ModalityDance/latent-tts-codi

Text Generation • 0.1B • Updated Jan 14 • 294