TongZheng PRO

TongZheng1999's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 7 days ago

Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following

Paper • 2511.21662 • Published 11 days ago • 10

upvoted a paper 16 days ago

First Frame Is the Place to Go for Video Content Customization

Paper • 2511.15700 • Published 18 days ago • 52

upvoted a paper 17 days ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published 18 days ago • 42

upvoted a paper 25 days ago

Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs

Paper • 2511.07003 • Published 27 days ago • 32

upvoted a paper about 1 month ago

The Era of Agentic Organization: Learning to Organize with Language Models

Paper • 2510.26658 • Published Oct 30 • 26

upvoted 3 papers about 2 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10 • 6

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8 • 28

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9 • 24

upvoted 4 papers 2 months ago

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

Paper • 2509.25301 • Published Sep 29 • 19

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1 • 19

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2 • 26

TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Paper • 2509.25760 • Published Sep 30 • 55

upvoted 3 papers 3 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18 • 114

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18 • 33

Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models

Paper • 2509.12132 • Published Sep 15 • 6

upvoted an article 3 months ago

view article

Article

mem-agent: Persistent, Human Readable Memory Agent Trained with Online RL

• 

Sep 11

•

25

upvoted 4 papers 3 months ago

EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs

Paper • 2509.09174 • Published Sep 11 • 60

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11 • 28

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 189

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3 • 30