TongZheng PRO

TongZheng1999's activity

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

upvoted a paper 2 days ago

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published 3 days ago • 72

upvoted 3 papers 3 days ago

CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs

Paper • 2602.03048 • Published 4 days ago • 33

Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

Paper • 2602.03619 • Published 4 days ago • 24

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 4 days ago • 24

upvoted a paper 4 days ago

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published 8 days ago • 32

upvoted a paper 24 days ago

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published 29 days ago • 83

upvoted a paper 29 days ago

RelayLLM: Efficient Reasoning via Collaborative Decoding

Paper • 2601.05167 • Published 30 days ago • 29

upvoted a paper about 1 month ago

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published about 1 month ago • 34

upvoted a paper about 2 months ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 78

upvoted a paper 2 months ago

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

Paper • 2511.21662 • Published Nov 26, 2025 • 11

upvoted 4 papers 3 months ago

First Frame Is the Place to Go for Video Content Customization

Paper • 2511.15700 • Published Nov 19, 2025 • 53

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 43

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

Paper • 2511.07003 • Published Nov 10, 2025 • 34

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

Paper • 2510.26658 • Published Oct 30, 2025 • 28

upvoted 6 papers 4 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10, 2025 • 7

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8, 2025 • 28

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Paper • 2510.08483 • Published Oct 9, 2025 • 24

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

Paper • 2509.25301 • Published Sep 29, 2025 • 20

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1, 2025 • 20

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

Paper • 2510.01591 • Published Oct 2, 2025 • 28