Junlong Tong

According to our database, Junlong Tong authored at least 18 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models.

Junlong Tong, Zilong Wang, YuJie Ren, Peiran Yin, Hao Wu, Wei Zhang, Xiaoyu Shen

CoRR, March, 2026

Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models.

Jialiang Zhang, Junlong Tong, Junyan Lin, Hao Wu, Yirong Sun, Yunpu Ma, Xiaoyu Shen

CoRR, March, 2026

What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models.

Yingqi Fan, Junlong Tong, Anhao Zhao, Xiaoyu Shen

CoRR, March, 2026

UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking.

Hao Wu, Xudong Wang, Jialiang Zhang, Junlong Tong, Xinghao Chen, Junyan Lin, Yunpu Ma, Xiaoyu Shen

CoRR, February, 2026

HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit.

Hao Wu, Yingqi Fan, Jinyang Dai, Junlong Tong, Yunpu Ma, Xiaoyu Shen

CoRR, February, 2026

Rethinking the Role of LLMs in Time Series Forecasting.

Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Wei Zhang, Xiaoyu Shen

CoRR, February, 2026

On-Policy Supervised Fine-Tuning for Efficient Reasoning.

Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen

CoRR, February, 2026

Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models.

Junyan Lin, Junlong Tong, Hao Wu, Jialiang Zhang, Jinming Liu, Xin Jin, Xiaoyu Shen

CoRR, January, 2026

2025

The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models.

Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Xiaoyu Shen

CoRR, November, 2025

StreamingThinker: Large Language Models Can Think While Reading.

Junlong Tong, Yingqi Fan, Anhao Zhao, Yunpu Ma, Xiaoyu Shen

CoRR, October, 2025

SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling.

Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Zhiwei Fei, Hui Su, Xiaoyu Shen

CoRR, June, 2025

SkipGPT: Each Token is One of a Kind.

Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Context Guided Transformer Entropy Modeling for Video Compression.

Junlong Tong, Wei Zhang, Yaohui Jin, Xiaoyu Shen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs.

Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2023

Enhancing time series forecasting: A hierarchical transformer with probabilistic decomposition representation.

Junlong Tong, Liping Xie, Wankou Yang, Kanjian Zhang, Junsheng Zhao

Inf. Sci., November, 2023

Probabilistic Decomposition Transformer for Time Series Forecasting.

Junlong Tong, Liping Xie, Kanjian Zhang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Probabilistic Decomposition Transformer for Time Series Forecasting.

Junlong Tong, Liping Xie, Wankou Yang, Kanjian Zhang

CoRR, 2022