Shwai He

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upvoted 2 collections 29 days ago

Efficient_UG

Collection

Resources for “Understanding and Harnessing Sparsity in Unified Multimodal Models”, including the paper and efficient BAGEL-MoE checkpoints. • 3 items • Updated Jul 31 • 1

VLADrop

Collection

Resources for Drop-Then-Recovery (DTR), including VLADrop checkpoints for studying and recovering redundancy in vision-language-action models. • 1 item • Updated Jul 31 • 1

upvoted a collection about 1 month ago

EffiR

Collection

Resources for paper “Making Large Language Models Efficient Dense Retrievers” (ACL 2026), including the paper and efficient Mistral-based dense retrie • 5 items • Updated Jul 31 • 1

upvoted a paper 2 months ago

Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?

Paper • 2606.27755 • Published Jun 26 • 6

upvoted an article 4 months ago

view article

Article

Welcome Gemma 4: Frontier multimodal intelligence on device

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• +5

merve, pcuenq, sergiopaniego, burtenshaw, Steveeeeeeen, alvarobartt, SaylorTwift

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Apr 2

• 927

upvoted 2 papers 5 months ago

Demystifying When Pruning Works via Representation Hierarchies

Paper • 2603.24652 • Published Apr 6 • 20

ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model

Paper • 2603.22281 • Published Mar 23 • 22

upvoted a collection 6 months ago

Agent World Model

Collection

4 items • Updated Feb 11 • 9

upvoted a collection 7 months ago

Qwen2.5

Collection

Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 43 items • Updated Mar 2 • 734

upvoted a paper 8 months ago

Making Large Language Models Efficient Dense Retrievers

Paper • 2512.20612 • Published Dec 23, 2025 • 5

upvoted a paper 9 months ago

Understanding and Harnessing Sparsity in Unified Multimodal Models

Paper • 2512.02351 • Published Dec 2, 2025 • 6

upvoted 2 papers 10 months ago

MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation

Paper • 2511.09611 • Published Nov 12, 2025 • 72

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

Paper • 2511.02779 • Published Nov 4, 2025 • 60

upvoted a collection 11 months ago

Qwen3-VL

Collection

37 items • Updated Dec 31, 2025 • 775

upvoted a paper 12 months ago

Dense Video Understanding with Gated Residual Tokenization

Paper • 2509.14199 • Published Sep 17, 2025 • 3

upvoted a paper about 1 year ago

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2, 2025 • 48

upvoted a collection over 1 year ago

computation

Collection

this is for Mixture of XXX • 1 item • Updated Oct 23, 2024 • 2

upvoted 3 papers over 1 year ago

Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers

Paper • 2410.13184 • Published Oct 17, 2024 • 3

Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts

Paper • 2503.05066 • Published Mar 7, 2025 • 5

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 463