Zhiding Liu

7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ⚡ Prolific Year (6)

Conferences

IJCAI (4) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Mingyue Cheng (5) Qi Liu (4) Zhenya Huang (2) Enhong Chen (2) Daoyu Wang (2) Jintao Zhang (2) Xianquan Wang (1) Hao Zhang (1) Wenjun Feng (1) Huibo Xu (1)

Keywords

time series forecasting (4) diffusion model (2) policy gradient (1) distribution shift (1) non-stationary time series (1) generative model (1) physiological signal (1) probabilistic forecasting (1) frequency domain (1) adaptive normalization (1) distributional drift (1) user behavior (1) temporal correlation (1) intraoperative hypotension (1) automatic sampling (1) sequential recommender system (1) polynomial modeling (1) trend decomposition (1) seasonal decomposition (1) dynamic sequence modeling (1)

Papers

Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems IJCAI 2025

Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment ICLR 2025

TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation ICML 2025

Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting IJCAI 2025

A Hybrid Multi-Factor Network with Dynamic Sequence Modeling for Early Warning of Intraoperative Hypotension IJCAI 2025

TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting IJCAI 2025

Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective NIPS 2023