Probabilistic Decomposition Transformer for Time Series Forecasting. - Junlong Tong; Liping Xie; Wankou Yang; Kanjian Zhang (CoRR, 2022)

Probabilistic Decomposition Transformer for Time Series Forecasting. - Junlong Tong; Liping Xie; Kanjian Zhang (SDM, 2023)

Enhancing time series forecasting: A hierarchical transformer with probabilistic decomposition representation. - Junlong Tong; Liping Xie; Wankou Yang; Kanjian Zhang; Junsheng Zhao (Inf. Sci., 2023)

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding. - Junlong Tong; Jinlan Fu; Zixuan Lin; Yingqi Fan; Anhao Zhao; Hui Su; Xiaoyu Shen 001 (ACL (Findings), 2025)

SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling. - Anhao Zhao; Fanghua Ye 001; Yingqi Fan; Junlong Tong; Zhiwei Fei; Hui Su; Xiaoyu Shen 001 (CoRR, 2025)

Context Guided Transformer Entropy Modeling for Video Compression. - Junlong Tong; Wei Zhang 185; Yaohui Jin; Xiaoyu Shen 001 (CoRR, 2025)