# Lei Zhang

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VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank

🤗 Upvotes: 28 | cs.CV Authors: Tianhe Wu, Jian Zou, Jie Liang, Lei Zhang, Kede Ma Title: VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank Arxiv: http://arxiv.org/abs/2505.144…

The powerful promise of Earth’s harshest places | Lei Zhang

Clean energy visionary Lei Zhang loves the Gobi Desert — the most Mars-like place on Earth. Why? Because of the promise it holds to provide the free, abundant solar and wind energy to fuel humanity’s next leap forward. Sharing the story behind one of the world’s largest green hydrogen projects, Zha…

Are we on track for the energy transition? Insights from three CEOs

One of the main things needed to achieve net zero that is to transform how we produce and consume energy. In this podcast, CEOs of three very different companies on the front lines of the energy transition around the world assess where the energy transition is now, and what the future may look lik…

The Underappreciated Power of Vision Models for Graph Structural Understanding

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG Authors: Xinjian Zhao, Wei Pang, Zhongkai Xue, Xiangru Jian, Lei Zhang, Yaoyao Xu, Xiaozhuang Song, Shu Wu, Tianshu Yu Title: The Underappreciated Power of Vision Models for Graph Structural Understanding …

Clinical and Translational Science Seeks Quantitative Medicine Research

Clinical and Translational Science (CTS) has issued a Call for Papers for a special collection on “Quantitative Medicine for Drug Discovery, Development, and Clinical Utilization.” Listen as CTS Associate Editor Lei Zhang and guest editors Chunze Li and Lanfranco Pellesi discuss the need for quanti…

Why data centres became a target in the Iran war

Iran has been bombing US owned data centres in the Persian Gulf, damaging physical infrastructure and disrupting cloud services across the region. Meanwhile in the UK, the combined value of new data centres approved last year officially overtook office buildings. Katie Prescott and The Times's tech…

GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration

🤗 Upvotes: 31 | cs.CV Authors: Xiangtao Kong, Jixin Zhao, Lingchen Sun, Rongyuan Wu, Lei Zhang Title: GGT-100K: Generative Ground Truth for Generalizable Real-World Image Restoration Arxiv: http://arxiv.org/abs/2605.31039…

BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms

🤗 Upvotes: 39 | cs.CL Authors: Pengyu Wang, Benfeng Xu, Shaohan Wang, Xin Zeng, Huarui Wu, Lei Zhang, Licheng Zhang Title: BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Arxiv: http://arxi…

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

🤗 Upvotes: 120 | cs.CL, cs.SE Authors: Yuling Shi, Jinghan Xu, Kelin Fu, Wenhao Zeng, Shilin He, Lei Zhang, Yue Liu, Zelin Zhao, Terry Yue Zhuo, Jialun Cao, Siyu Ye, Tianyu Liu, Kai Cai, Shing-Chi Cheung, Xiaodong Gu Title: SWE-Bench ProMax: Bench…

When the Building Is Finished With | Earth4Earth

A broken furnace, a brick made of soil, and a question most construction materials never have to answer: what happens to it when nobody wants the building any more? Professor Theodore Hanein · Lei Zhang · Anna Simmons · Cecilia Pesce (earth4Earth) · Host: Jackie De BurcaRelease Jackie De Burca …