Qianqiao Liang

5 papers · 2020–2023 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

IJCAI (4) AAAI (1)

Top co-authors

Mengying Zhu (5) Xiaolin Zheng (5) Yan Wang (3) Mengyuan Yang (3) Bing Han (2) Xiuyuan Wang (1) Wenfang Zhang (1) Hua Wei (1) Menghan Wang (1) Wanjia Zhao (1)

Research topics

Machine Learning (5) Core Methods (2) Learning Types (2) Optimization & Theory (2) Data Science & Analytics (1) Deep Learning (1) Mathematics & Optimization (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Methods (1) Models (1) Optimization (1)

Keywords

stochastic process (2) normalizing flow (2) variational inference (1) decision making (1) trajectory optimization (1) cardinality constraint (1) geometric brownian motion (1) regret bound (1) contextual bandit (1) portfolio optimization (1) positive-unlabeled learning (1) online portfolio selection (1) bayesian classifier (1) distribution estimation (1) conditional value at risk (1) quantitative trading (1) unbiased rebalanced risk (1) trading strategy (1) intraday trading (1) transaction cost (1)

Papers

Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective AAAI 2023 Spotlight News Driven Quantitative Trading Based on Trajectory Optimization IJCAI 2023 A Smart Trader for Portfolio Management based on Normalizing Flows IJCAI 2022 An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets IJCAI 2021 Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit IJCAI 2020