作者位次 #4/4ICML 2026Poster· General Machine Learning / Methodology
FedGain: Toward Negative-Gain-Free Client Collaboration in Federated Learning
Yuqing Zhang · Changli Zhou · Binghuang Huang · Hui Tian
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Yuqing Zhang · Changli Zhou · Binghuang Huang · Hui Tian
Kaibo Huang · Jin Tan · Yukun Wei · Wanling Li · Zipei Zhang · Hui Tian · Zhongliang Yang · Linna Zhou
LLM-based agents are increasingly deployed to autonomously solve complex tasks, raising urgent needs for IP protection and regulatory provenance. While content watermarking effectively attributes LLM-generated outputs, it fails to directly identify the high-level planning behaviors (e.g., tool an...