Pengfei Zhao

3 papers · 2022–2026 · 2 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 (11)

Venues

AAAI (2) CVPR (1)

Top co-authors

Haoren Zhu (2) Dik Lun Lee (2) Yingying Chen (1) Junyu Gao (1) Yufan Hu (1) Shih-Yang Liu (1) Wilfred Siu Hung NG (1) Zongmeng Wang (1) Wen Guo (1)

Research topics

Deep Learning (3) Data Science & Analytics (2) Machine Learning (2) Architectures (2) Learning Types · Deep Learning (2) Computer Vision (1) Analysis (1) Application Areas (1) Applications (1) Core Methods (1) Learning Types · Machine Learning (1) Methods (1) Optimization & Theory (1)

Keywords

neural network (2) financial forecasting (2) time series (1) time series forecasting (1) multi-object tracking (1) distribution shift (1) matrix prediction (1) financial time series (1) online inference (1) long short-term memory (1) temporal consistency (1) volatility forecasting (1) garch model (1) identity association (1) portfolio risk (1) test-time adaptation (1) asset dependency (1) deep learning (1)

Papers

Dual-level Adaptation for Multi-Object Tracking: Building Test-Time Calibration from Experience and Intuition CVPR 2026 From GARCH to Neural Network for Volatility Forecast AAAI 2024 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022