TongZheng

TongZheng1999's activity

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

upvoted a paper 28 days ago

OmniTacTune: Policy-Agnostic Real-World RL for Tactile Residual Adaptation of Visual Policies

Paper • 2607.03723 • Published Jul 4 • 5

upvoted 2 papers 2 months ago

Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling

Paper • 2606.03102 • Published Jun 2 • 14

Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling

Paper • 2605.27030 • Published May 26 • 32

upvoted 8 papers 3 months ago

Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

Paper • 2605.14038 • Published May 13 • 15

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents

Paper • 2605.13941 • Published May 13 • 24

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Paper • 2605.09959 • Published May 11 • 17

DeltaRubric: Generative Multimodal Reward Modeling via Joint Planning and Verification

Paper • 2605.09269 • Published May 10 • 6

Reinforcing Multimodal Reasoning Against Visual Degradation

Paper • 2605.09262 • Published May 10 • 7

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 70

On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows

Paper • 2605.06110 • Published May 7 • 17

Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration

Paper • 2605.05566 • Published May 7 • 38

upvoted a paper 5 months ago

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141

upvoted 8 papers 6 months ago

PhyCritic: Multimodal Critic Models for Physical AI

Paper • 2602.11124 • Published Feb 11 • 55

OPE: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration

Paper • 2602.08344 • Published Feb 9 • 5

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 76

Training Data Efficiency in Multimodal Process Reward Models

Paper • 2602.04145 • Published Feb 4 • 80

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

Paper • 2602.03048 • Published Feb 3 • 32

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

Paper • 2602.03619 • Published Feb 3 • 28

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

Paper • 2602.03845 • Published Feb 3 • 27

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35