Efficient RLVR Training via Weighted Mutual Information Data Selection
Paper • 2603.01907 • Published • 14
Zhijiang
Zeee
AI & ML interests
Large Language Models
Recent Activity
upvoted a paper 26 days ago
Efficient RLVR Training via Weighted Mutual Information Data Selection upvoted a paper about 1 month ago
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual
Recall upvoted a paper about 1 month ago
On Data Engineering for Scaling LLM Terminal CapabilitiesOrganizations
upvoted a paper 26 days ago
upvoted 2
papers about 1 month ago
upvoted a collection about 1 month ago
upvoted a paper about 1 month ago
upvoted 4
papers about 2 months ago
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning
Paper • 2602.01745 • Published • 7
Improving Data and Reward Design for Scientific Reasoning in Large Language Models
Paper • 2602.08321 • Published • 42
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth
Paper • 2602.07962 • Published • 24
MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration
Paper • 2602.01734 • Published • 32
upvoted a paper 2 months ago
upvoted 3
papers 5 months ago
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows
Paper • 2510.24411 • Published • 72
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
Paper • 2510.23538 • Published • 98
QueST: Incentivizing LLMs to Generate Difficult Problems
Paper • 2510.17715 • Published • 35
upvoted 3
papers 6 months ago
Scaling Language-Centric Omnimodal Representation Learning
Paper • 2510.11693 • Published • 107
TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
Paper • 2505.12891 • Published • 10
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources
Paper • 2509.21268 • Published • 104
upvoted 4
papers 7 months ago
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
Paper • 2508.13755 • Published • 14
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning
Paper • 2508.20096 • Published • 37
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
Paper • 2508.14029 • Published • 119
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization
Paper • 2508.14460 • Published • 85