Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published 11 days ago • 59
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published 11 days ago • 63
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization Paper • 2601.04582 • Published 19 days ago • 10
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published 12 days ago • 124
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published 15 days ago • 112
Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking Paper • 2601.04720 • Published 19 days ago • 49
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 18 days ago • 208
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published 16 days ago • 77
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published 15 days ago • 206
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization Paper • 2601.05432 • Published 18 days ago • 161
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction Paper • 2509.21657 • Published Sep 25, 2025 • 4
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 28 days ago • 109
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Paper • 2601.02151 • Published 21 days ago • 102
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published 27 days ago • 141