Yan, Junchi

Transformers in Time Series: A Survey

Wen, Q., Zhou, T., Zhang, C., Chen, W., Ma, Z., Yan, J., & Sun, L. (2023) · Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence

Time Series Analysis and ForecastingStock Market Forecasting Methods

Cited by 1,260

Generalizing Face Forgery Detection with High-frequency Features

Luo, Y., Zhang, Y., Yan, J., & Liu, W. (2021) · 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 609

Unsupervised deep learning for optical flow estimation

Ren, Z., Yan, J., Ni, B., Liu, B., Yang, X., & Zha, H. (2017) · Proceedings of the AAAI Conference on Artificial Intelligence

Advanced Vision and ImagingVideo Surveillance and Tracking Methods

Cited by 296

TransMS: Knowledge Graph Embedding for Complex Relations by Multidirectional Semantics

Yang, S., Tian, J., Zhang, H., Yan, J., He, H., & Jin, Y. (2019) · Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence

Advanced Graph Neural NetworksTopic Modeling

Cited by 75

Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)

Li, Q., Jia, X., Wang, S., & Yan, J. (2024) · arXiv

Reinforcement Learning in RoboticsAutonomous Vehicle Technology and Safety

Cited by 48

Think2Drive: Efficient Reinforcement Learning by Thinking with Latent World Model for Autonomous Driving (in CARLA-V2)

Li, Q., Jia, X., Wang, S., & Yan, J. (2025) · Lecture Notes in Computer Science

Reinforcement Learning in RoboticsAutonomous Vehicle Technology and Safety

Cited by 42

Artificial Intelligence Techniques for Pop Music Creation: A Real Music Production Perspective

Zhang, N., Yan, J., & Briot, J.-P. (2023) · SSRN Electronic Journal

Music Technology and Sound StudiesMusic and Audio Processing

Cited by 10

Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation

Liu, C., Wu, X., Feng, Y., Cao, Q., & Yan, J. (2023) · arXiv

Logic, programming, and type systemsSoftware Testing and Debugging Techniques

Cited by 7

Structure-alignment-driven cross-graph modeling for functional RNA design

Wang, S., Wang, J., Liu, X., Zhu, W., Huang, J., Xue, Y., Yan, J., Shen, H.-B., Song, J., & Pan, X. (2026) · Nature Computational Science

RNA and protein synthesis mechanismsProtein Structure and Dynamics

Cited by 2

ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs

He, F., Chen, Z., Liang, X., Ma, T., Qiu, Y., Wu, S., & Yan, J. (2025) · arXiv

Topic ModelingAI-based Problem Solving and Planning

Cited by 0