150 citations · 157 across the 3 of their papers we have counts for
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cs.LG2026
PID-Gated Continual Prompt Adaptation Under Noisy Feedback
Zhentao Xu
Deploying LLM agents in non-stationary environments requires continually revising their instructions as the task drifts, yet rewriting after every reported mistake can turn noisy f…
cs.LG2023★ 7 cited
AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn
Zhentao Xu, Ruoying Wang, Girish Balaji +4
Data-driven companies use AI models extensively to develop products and intelligent business solutions, making the health of these models crucial for business success. Model monito…
cs.LG2020
Simultaneous Relevance and Diversity: A New Recommendation Inference Approach
Yifang Liu, Zhentao Xu, Qiyuan An +3
Relevance and diversity are both important to the success of recommender systems, as they help users to discover from a large pool of items a compact set of candidates that are not…