Peng Xia

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upvoted a paper 4 days ago

Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch

Paper • 2512.02395 • Published 7 days ago • 43

upvoted a paper 13 days ago

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

Paper • 2511.19900 • Published 14 days ago • 46

upvoted a paper 14 days ago

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published 15 days ago • 89

upvoted a paper 17 days ago

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published 19 days ago • 105

upvoted 4 papers about 1 month ago

ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models

Paper • 2510.06014 • Published Oct 7 • 10

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

Paper • 2511.02779 • Published Nov 4 • 57

InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation

Paper • 2510.09724 • Published Oct 10 • 10

InteractComp: Evaluating Search Agents With Ambiguous Queries

Paper • 2510.24668 • Published Oct 28 • 97

upvoted 3 papers about 2 months ago

QueST: Incentivizing LLMs to Generate Difficult Problems

Paper • 2510.17715 • Published Oct 20 • 33

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Paper • 2510.08189 • Published Oct 9 • 26

AutoPR: Let's Automate Your Academic Promotion!

Paper • 2510.09558 • Published Oct 10 • 51

upvoted 6 papers 2 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 266

UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG

Paper • 2510.03663 • Published Oct 4 • 15

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29 • 140

The Era of Real-World Human Interaction: RL from User Conversations

Paper • 2509.25137 • Published Sep 29 • 18

Multiplayer Nash Preference Optimization

Paper • 2509.23102 • Published Sep 27 • 62

Seedream 4.0: Toward Next-generation Multimodal Image Generation

Paper • 2509.20427 • Published Sep 24 • 80

upvoted a paper 4 months ago

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141

upvoted 2 papers 5 months ago

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published Jul 8 • 75

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30 • 89