Zheyi Fan

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

NeurIPS (2) CVPR (1) UAI (1)

Top co-authors

Qingpei Hu (2) Wenyu Wang (2) Szu Hui Ng (2) Zhaoru Chen (1) Yiyu Chen (1) Zhaohui Li (1) Yixuan Zhu (1)

Research topics

Machine Learning (4) Core Methods (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Mathematics & Optimization (1) Analysis (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Optimization (1)

Keywords

acquisition function (2) robust regression (1) bayesian inference (1) hyperparameter optimization (1) person re-identification (1) gaussian process (1) gradient descent (1) bayesian regression (1) query expansion (1) early stopping (1) bayesian optimization (1) adversarial attack (1) upper confidence bound (1) multi-objective bayesian optimization (1) local search (1) hard thresholding (1) breakdown point (1) jaccard distance (1) camera variation (1) k-reciprocal nearest neighbor (1)

Papers

A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs UAI 2025 CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identification CVPR 2024 Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization NeurIPS 2024 Robust Bayesian Regression via Hard Thresholding NeurIPS 2022