Paper-Conference | Wenlong Zhanghttps://wenlongzhang0517.github.io/publication_types/paper-conference/Paper-ConferenceHugoBlox Kit (https://hugoblox.com)en-usThu, 13 Aug 2026 00:00:00 +0000https://wenlongzhang0517.github.io/media/icon_hu_1c0e9cb08cfb822a.pngPaper-Conferencehttps://wenlongzhang0517.github.io/publication_types/paper-conference/Intern-S2-Preview: Scientific Agentic Foundation Modelhttps://wenlongzhang0517.github.io/publications/bai-2026-intern-s2-preview/Thu, 13 Aug 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/bai-2026-intern-s2-preview/SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoringhttps://wenlongzhang0517.github.io/publications/scihazard-2026/Tue, 21 Jul 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/scihazard-2026/Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generationhttps://wenlongzhang0517.github.io/publications/ideas-have-genomes-2026/Thu, 09 Jul 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/ideas-have-genomes-2026/Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agenthttps://wenlongzhang0517.github.io/publications/agents-a1-2026/Mon, 29 Jun 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/agents-a1-2026/Agents-K1: Towards Agent-native Knowledge Orchestrationhttps://wenlongzhang0517.github.io/publications/agents-k1-2026/Thu, 11 Jun 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/agents-k1-2026/SCI-PRM: A Tool Aware Process Reward Model for Scientific Reasoning Verificationhttps://wenlongzhang0517.github.io/publications/sci-prm-2026/Wed, 03 Jun 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/sci-prm-2026/ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Researchhttps://wenlongzhang0517.github.io/publications/researchclawbench-2026/Thu, 28 May 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/researchclawbench-2026/ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoninghttps://wenlongzhang0517.github.io/publications/recrit-2026/Mon, 11 May 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/recrit-2026/Earth-o1: A Grid-free Observation-native Atmospheric World Modelhttps://wenlongzhang0517.github.io/publications/earth-o1-2026/Thu, 07 May 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/earth-o1-2026/Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scalehttps://wenlongzhang0517.github.io/publications/intern-s1-pro-2026/Thu, 26 Mar 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/intern-s1-pro-2026/OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observationhttps://wenlongzhang0517.github.io/publications/openearth-agent-2026/Mon, 23 Mar 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/openearth-agent-2026/FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolutionhttps://wenlongzhang0517.github.io/publications/liu-2026-fin-percep-rm/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/liu-2026-fin-percep-rm/InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discoveryhttps://wenlongzhang0517.github.io/publications/feng-2026-intern-agent/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/feng-2026-intern-agent/Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understandinghttps://wenlongzhang0517.github.io/publications/zhou-2026-omni-weather/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhou-2026-omni-weather/PICABench: How Far Are We from Physically Realistic Image Editing?https://wenlongzhang0517.github.io/publications/pu-2026-pica-bench/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/pu-2026-pica-bench/SciDataCopilot: An Agentic Data Preparation Framework for AGI-driven Scientific Discoveryhttps://wenlongzhang0517.github.io/publications/rao-2026-sci-data-copilot/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/rao-2026-sci-data-copilot/SynWeather: Weather Observation Data Synthesis across Multiple Regions and Variables via a General Diffusion Transformerhttps://wenlongzhang0517.github.io/publications/xu-2026-syn-weather/Thu, 01 Jan 2026 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2026-syn-weather/MSEarth: A Multimodal Scientific Dataset and Benchmark for Phenomena Uncovering in Earth Sciencehttps://wenlongzhang0517.github.io/publications/zhao-2025-ms-earth/Sun, 14 Sep 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhao-2025-ms-earth/DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Taskshttps://wenlongzhang0517.github.io/publications/deepresearch-arena-2025/Mon, 01 Sep 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/deepresearch-arena-2025/A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiershttps://wenlongzhang0517.github.io/publications/hu-2025-survey/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/hu-2025-survey/Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferenceshttps://wenlongzhang0517.github.io/publications/sun-2025-align-da/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/sun-2025-align-da/ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoninghttps://wenlongzhang0517.github.io/publications/liu-2025-atlas/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/liu-2025-atlas/DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation spacehttps://wenlongzhang0517.github.io/publications/gong-2025-dawp/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/gong-2025-dawp/Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusionhttps://wenlongzhang0517.github.io/publications/liu-2025/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/liu-2025/DiffSR: Learning Radar Reflectivity Synthesis via Diffusion Model from Satellite Observationshttps://wenlongzhang0517.github.io/publications/he-2024-diffsr/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/he-2024-diffsr/Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agentshttps://wenlongzhang0517.github.io/publications/feng-2025-earth-agent/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/feng-2025-earth-agent/EarthLink: Interpreting Climate Signals with Self-Evolving AI Agentshttps://wenlongzhang0517.github.io/publications/guo-2025-earthlink/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/guo-2025-earthlink/Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoninghttps://wenlongzhang0517.github.io/publications/tang-2025-eigen-1/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/tang-2025-eigen-1/EWE: An Agentic Framework for Extreme Weather Analysishttps://wenlongzhang0517.github.io/publications/jiang-2025-ewe/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/jiang-2025-ewe/Exploring Representation-Aligned Latent Space for Better Generationhttps://wenlongzhang0517.github.io/publications/xu-2025/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2025/Exploring Scalable Unified Modeling for General Low-Level Visionhttps://wenlongzhang0517.github.io/publications/chen-2025-genlvs/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/chen-2025-genlvs/FlowSearch: Advancing deep research with dynamic structured knowledge flowhttps://wenlongzhang0517.github.io/publications/hu-2025-flow-search/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/hu-2025-flow-search/Intern-s1: A scientific multimodal foundation modelhttps://wenlongzhang0517.github.io/publications/bai-2025-intern-s-1/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/bai-2025-intern-s-1/Large multimodal models evaluation: a surveyhttps://wenlongzhang0517.github.io/publications/zhang-2025-lmm-survey/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2025-lmm-survey/Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinementhttps://wenlongzhang0517.github.io/publications/liu-2025-latent-harmony/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/liu-2025-latent-harmony/LO-SDA: Latent Optimization for Score-based Atmospheric Data Assimilationhttps://wenlongzhang0517.github.io/publications/sun-2025-losda/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/sun-2025-losda/Lumina-omnilv: A unified multimodal framework for general low-level visionhttps://wenlongzhang0517.github.io/publications/pu-2025-lumina/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/pu-2025-lumina/Manalyzer: End-to-end Automated Meta-analysis with Multi-agent Systemhttps://wenlongzhang0517.github.io/publications/xu-2025-manalyzer/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2025-manalyzer/OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Datahttps://wenlongzhang0517.github.io/publications/wang-2025/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/wang-2025/PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Modelshttps://wenlongzhang0517.github.io/publications/wang-2025-phys-uni-bench/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/wang-2025-phys-uni-bench/Postcast: Generalizable postprocessing for precipitation nowcasting via unsupervised blurriness modelinghttps://wenlongzhang0517.github.io/publications/gong-2024-postcast/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/gong-2024-postcast/Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflowshttps://wenlongzhang0517.github.io/publications/xu-2025-probing-sgi/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2025-probing-sgi/RadarQA: Multi-modal Quality Analysis of Weather Radar Forecastshttps://wenlongzhang0517.github.io/publications/he-2025-radarqa/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/he-2025-radarqa/Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoninghttps://wenlongzhang0517.github.io/publications/zhou-2025-sfe/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhou-2025-sfe/SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligencehttps://wenlongzhang0517.github.io/publications/wang-2025-sci-eval-kit/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/wang-2025-sci-eval-kit/SciReasoner: Laying the Scientific Reasoning Ground Across Disciplineshttps://wenlongzhang0517.github.io/publications/wang-2025-sci-reasoner/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/wang-2025-sci-reasoner/SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimizationhttps://wenlongzhang0517.github.io/publications/xu-2025-syn-cast/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2025-syn-cast/The operational medium-range deterministic weather forecasting can be extended beyond a 10-day lead timehttps://wenlongzhang0517.github.io/publications/chen-2025-fengwu/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/chen-2025-fengwu/Understand Before You Generate: Self-Guided Training for Autoregressive Image Generationhttps://wenlongzhang0517.github.io/publications/yue-2025-star/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/yue-2025-star/UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texturehttps://wenlongzhang0517.github.io/publications/cao-2025-uni-percept/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/cao-2025-uni-percept/VeriGUI: Verifiable Long-Chain GUI Datasethttps://wenlongzhang0517.github.io/publications/2025-veri-gui/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/2025-veri-gui/WeatherGFM: Learning A Weather Generalist Foundation Model via In-context Learninghttps://wenlongzhang0517.github.io/publications/zhao-2024-weathergfm/Wed, 01 Jan 2025 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhao-2024-weathergfm/A Preliminary Exploration Towards General Image Restorationhttps://wenlongzhang0517.github.io/publications/kong-2024-gir/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/kong-2024-gir/Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modelinghttps://wenlongzhang0517.github.io/publications/xu-2024-generalizing/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/xu-2024-generalizing/GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarityhttps://wenlongzhang0517.github.io/publications/grids/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/grids/Learning A Low-Level Vision Generalist via Visual Task Prompthttps://wenlongzhang0517.github.io/publications/chen-2024-ipgen/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/chen-2024-ipgen/SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolutionhttps://wenlongzhang0517.github.io/publications/zhang-2023-arxiv/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2023-arxiv/Understanding Layer Significance in LLM Alignmenthttps://wenlongzhang0517.github.io/publications/shi-2024-understanding/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/shi-2024-understanding/UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generationhttps://wenlongzhang0517.github.io/publications/zhao-2024-uni-fashion/Mon, 01 Jan 2024 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhao-2024-uni-fashion/HAT: Hybrid Attention Transformer for Image Restorationhttps://wenlongzhang0517.github.io/publications/chen-2023-arxiv/Sun, 01 Jan 2023 00:00:00 +0000https://wenlongzhang0517.github.io/publications/chen-2023-arxiv/Real-World Image Super-Resolution as Multi-Task Learninghttps://wenlongzhang0517.github.io/publications/zhang-2023-recon/Sun, 01 Jan 2023 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2023-recon/Recon: Reducing Conflicting Gradients From the Root For Multi-Task Learninghttps://wenlongzhang0517.github.io/publications/zhang-2023-tgsr/Sun, 01 Jan 2023 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2023-tgsr/Spatial Resolution Matching of Microwave Radiometer Measurements Using Iterative Deconvolution with Close Loop Priors (ICLP)https://wenlongzhang0517.github.io/publications/2023-iclp/Sun, 01 Jan 2023 00:00:00 +0000https://wenlongzhang0517.github.io/publications/2023-iclp/A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Boundshttps://wenlongzhang0517.github.io/publications/zhang-2022-cvpr/Wed, 01 Jun 2022 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2022-cvpr/Ranksrgan: Generative adversarial networks with ranker for image super-resolutionhttps://wenlongzhang0517.github.io/publications/zhang-2019-ranksrgan/Tue, 01 Jan 2019 00:00:00 +0000https://wenlongzhang0517.github.io/publications/zhang-2019-ranksrgan/