JinCheng Ren

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upvoted 2 papers 14 days ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published 14 days ago • 51

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published 22 days ago • 264

upvoted 3 papers about 2 months ago

Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning

Paper • 2510.18849 • Published Oct 21 • 20

Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset

Paper • 2510.15742 • Published Oct 17 • 50

A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning

Paper • 2510.12838 • Published Oct 13 • 24

upvoted 2 papers 2 months ago

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Paper • 2510.10689 • Published Oct 12 • 46

ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems

Paper • 2510.11652 • Published Oct 13 • 28

upvoted a paper 4 months ago

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Paper • 2508.17445 • Published Aug 24 • 80

upvoted 7 papers 8 months ago

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs

Paper • 2504.15415 • Published Apr 21 • 22

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval

Paper • 2401.13478 • Published Jan 24, 2024 • 3

MMRA: A Benchmark for Multi-granularity Multi-image Relational Association

Paper • 2407.17379 • Published Jul 24, 2024 • 3

OmniBench: Towards The Future of Universal Omni-Language Models

Paper • 2409.15272 • Published Sep 23, 2024 • 30

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Paper • 2410.13639 • Published Oct 17, 2024 • 19

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 104

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

Paper • 2504.05535 • Published Apr 7 • 44