Key papers

• Qwen3.5-Omni Technical Report (2026)
  Qwen Team
  7.08
• RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation (2026)
  Sunzhu Li et al.
  1.94
• OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution (2026)
  Le Zhang et al.
  1.94
• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents (2026)
  Zheng Chu et al.
  1.94
• Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models (2026)
  Qiyuan Zhang et al.
  1.94
• OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models (2026)
  Xiaomeng Hu et al.
  1.94
• How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data (2026)
  Zixian Huang et al.
  1.94
• Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation (2026)
  Chenxi Zhao et al.
  1.94
• Dual-View Training for Instruction-Following Information Retrieval (2026)
  Qingcheng Zeng et al.
  1.94
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer (2026)
  Haoyi Zhu et al.
  1.94
• MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft (2026)
  Tianjie Ju et al.
  1.94
• Aligning Quantum Operators with Large Language Models (2026)
  Rogerio Feris et al.
  1.94
• RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards (2026)
  Gaotang Li et al.
  1.89
• SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture (2026)
  Haiwen Diao et al.
  1.89
• Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning (2026)
  Dian Zheng et al.
  1.89
• GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection (2026)
  Zheng Wu et al.
  1.89
• Function2Scene: 3D Indoor Scene Layout from Functional Specifications (2026)
  Ruiqi Wang et al.
  1.89
• X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests (2026)
  Jie Wu et al.
  1.67
• ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch (2026)
  Zheng Liu et al.
  1.67
• ACECODER: Acing Coder RL via Automated Test-Case Synthesis (2025)
  Huaye Zeng et al.
  1.28
• CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing (2025)
  Yu Yuan et al.
  1.28
• mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data (2025)
  Haonan Chen et al.
  1.28
• Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarsity (2025)
  Dylan Zhang et al.
  1.28
• DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding (2025)
  Xinyu Ma et al.
  1.28
• Unicorn: Text-Only Data Synthesis for Vision Language Model Training (2025)
  Xiaomin Yu et al.
  1.28
• CodeARC: Benchmarking Reasoning Capabilities of LLM Agents for Inductive Program Synthesis (2025)
  Anjiang Wei et al.
  1.28
• Instruction-Guided Autoregressive Neural Network Parameter Generation (2025)
  Soro Bedionita et al.
  1.28
• SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills (2025)
  Boyuan Zheng et al.
  1.28
• Native-Resolution Image Synthesis (2025)
  Zidong Wang et al.
  1.28
• PrefPalette: Personalized Preference Modeling with Latent Attributes (2025)
  Shuyue Stella Li et al.
  1.28
• WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization (2025)
  Zhengwei Tao et al.
  1.28
• DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis (2025)
  Liana Patel et al.
  1.28
• BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs (2025)
  Yue Wang et al.
  1.28
• AutoPR: Let's Automate Your Academic Promotion! (2025)
  Qiguang Chen et al.
  1.28
• ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation (2025)
  Yongyuan Liang et al.
  1.28
• MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs (2025)
  Tianhao Peng et al.
  1.28
• DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models (2025)
  DeepSeek-AI et al.
  1.28
• DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI (2025)
  Hao Liang et al.
  1.28
• Natural Language Commanding via Program Synthesis (2023)
  Apurva Gandhi et al.
  —
• ChatGPT for Robotics: Design Principles and Model Abilities (2023)
  Sai Vemprala et al.
  —
• ORES: Open-vocabulary Responsible Visual Synthesis (2023)
  Minheng Ni et al.
  —
• Weaver: Foundation Models for Creative Writing (2024)
  Tiannan Wang et al.
  —
• CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay (2024)
  Natasha Butt et al.
  —
• Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining (2024)
  Dongyang Liu et al.
  —