Mathsion Wong

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upvoted 3 papers about 2 months ago

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Paper • 2606.12087 • Published Jun 10 • 79

EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning

Paper • 2606.03108 • Published Jun 2 • 12

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published May 28 • 102

upvoted a paper 2 months ago

ChartAct: A Benchmark for Dynamic Chart Understanding

Paper • 2605.26994 • Published May 28 • 10

upvoted 3 papers 3 months ago

GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks

Paper • 2510.04374 • Published Oct 5, 2025 • 1

PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination

Paper • 2605.03571 • Published May 5 • 7

InteractWeb-Bench: Can Multimodal Agent Escape Blind Execution in Interactive Website Generation?

Paper • 2604.27419 • Published Apr 30 • 13

upvoted a paper 4 months ago

Beyond Quantity: Trajectory Diversity Scaling for Code Agents

Paper • 2602.03219 • Published Feb 3 • 2

upvoted 3 collections 4 months ago

Benchmarks and Datasets

Collection

IP Intelligence Team Works about Benchmarks and Datasets. • 4 items • Updated May 18 • 1

AI for Patents

Collection

IP Intelligence Team Works about AI for Patents. • 1 item • Updated Feb 2 • 1

FlowPIE

Collection

Resources of Our Proposed Scientific Idea Generation Algorithm, FlowPIE. • 1 item • Updated Apr 1 • 2

upvoted 2 papers 4 months ago

FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration

Paper • 2603.29557 • Published Mar 31 • 17

Learning Ordinal Probabilistic Reward from Preferences

Paper • 2602.12660 • Published Feb 13 • 3

upvoted a collection 6 months ago

OPRM

Collection

9 items • Updated Mar 2 • 3

upvoted 2 papers 10 months ago

WithAnyone: Towards Controllable and ID Consistent Image Generation

Paper • 2510.14975 • Published Oct 16, 2025 • 86

Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement

Paper • 2411.00622 • Published Nov 1, 2024 • 3

upvoted a paper 11 months ago

Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR

Paper • 2509.02522 • Published Sep 2, 2025 • 26

upvoted a paper 12 months ago

A Survey on Large Language Model Benchmarks

Paper • 2508.15361 • Published Aug 21, 2025 • 19

upvoted 2 papers about 1 year ago

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

Paper • 2506.09003 • Published Jun 10, 2025 • 17

Model Merging in Pre-training of Large Language Models

Paper • 2505.12082 • Published May 17, 2025 • 40