750 citations · 1.1k across the 8 of their papers we have counts for
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3 papers · 1 filter
cs.LG2025★ 5 cited
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
Jiaqi Wei, Yuejin Yang, Xiang Zhang +24
Artificial intelligence (AI) is reshaping scientific discovery, evolving from specialized computational tools into autonomous research partners. We position Agentic Science as a pi…
cs.LG2024
Less is More: Efficient Model Merging with Binary Task Switch
Biqing Qi, Fangyuan Li, Zhen Wang +4
As an effective approach to equip models with multi-task capabilities without additional training, model merging has garnered significant attention. However, existing methods face…
cs.LG2021★ 182 cited
On the Convergence and Robustness of Adversarial Training
Yisen Wang, Xingjun Ma, James Bailey +3
Improving the robustness of deep neural networks (DNNs) to adversarial examples is an important yet challenging problem for secure deep learning. Across existing defense techniques…