Junlong Tong - RankMe

20 papers A* 2A 1Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models. CoRR Junlong Tong, Zilong Wang, Yujie Ren, Peiran Yin, Hao Wu, Wei Zhang, Xiaoyu Shen
2026	J	`jnl`	HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit. CoRR Hao Wu, Yingqi Fan, Jinyang Dai, Junlong Tong, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	On-Policy Supervised Fine-Tuning for Efficient Reasoning. CoRR Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen
2026	J	`jnl`	Rethinking the Role of LLMs in Time Series Forecasting. CoRR Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Wei Zhang, Xiaoyu Shen
2026	J	`jnl`	Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models. CoRR Junyan Lin, Junlong Tong, Hao Wu, Jialiang Zhang, Jinming Liu, Xin Jin, Xiaoyu Shen
2026	J	`jnl`	Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models. CoRR Jialiang Zhang, Junlong Tong, Junyan Lin, Hao Wu, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking. CoRR Hao Wu, Xudong Wang, Jialiang Zhang, Junlong Tong, Xinghao Chen, Junyan Lin, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models. CoRR Yingqi Fan, Junlong Tong, Anhao Zhao, Xiaoyu Shen
2025	J	`jnl`	Context Guided Transformer Entropy Modeling for Video Compression. CoRR Junlong Tong, Wei Zhang, Yaohui Jin, Xiaoyu Shen
2025	—	`conf`	LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding. ACL (Findings) Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen
2025	J	`jnl`	LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding. CoRR Junlong Tong, Jinlan Fu, Zixuan Lin, Yingqi Fan, Anhao Zhao, Hui Su, Xiaoyu Shen
2025	J	`jnl`	SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling. CoRR Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025	A*	`conf`	SkipGPT: Each Token is One of a Kind. ICML Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025	J	`jnl`	StreamingThinker: Large Language Models Can Think While Reading. CoRR Junlong Tong, Yingqi Fan, Anhao Zhao, Yunpu Ma, Xiaoyu Shen
2025	J	`jnl`	The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models. CoRR Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2025	A*	`conf`	VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs. EMNLP Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen
2025	J	`jnl`	𝒱isi𝒫runer: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs. CoRR Yingqi Fan, Anhao Zhao, Jinlan Fu, Junlong Tong, Hui Su, Yijie Pan, Wei Zhang, Xiaoyu Shen
2023	J	`jnl`	Enhancing time series forecasting: A hierarchical transformer with probabilistic decomposition representation. Inf. Sci. Junlong Tong, Liping Xie, Wankou Yang, Kanjian Zhang, Junsheng Zhao
2023	A	`conf`	Probabilistic Decomposition Transformer for Time Series Forecasting. SDM Junlong Tong, Liping Xie, Kanjian Zhang
2022	J	`jnl`	Probabilistic Decomposition Transformer for Time Series Forecasting. CoRR Junlong Tong, Liping Xie, Wankou Yang, Kanjian Zhang