Cunxiao Du

According to our database, Cunxiao Du authored at least 16 papers between 2019 and 2025.

Collaborative distances:

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

2025

Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs.

Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu

CoRR, May, 2025

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms.

Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang

CoRR, May, 2025

Tutorial Proposal: Speculative Decoding for Efficient LLM Inference.

Heming Xia, Cunxiao Du, Yongqi Li, Qian Liu, Wenjie Li

CoRR, March, 2025

LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification.

Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An

CoRR, February, 2025

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs.

Longxu Dou, Qian Liu, Fan Zhou, Changyu Chen, Zili Wang, Ziqi Jin, Zichen Liu, Tongyao Zhu, Cunxiao Du, Penghui Yang, Haonan Wang, Jiaheng Liu, Yongchi Zhao, Xiachong Feng, Xin Mao, Man Tsung Yeung, Kunat Pipatanakul, Fajri Koto, Min Si Thu, Hynek Kydlícek, Zeyi Liu, Qunshu Lin, Sittipong Sripaisarnmongkol, Kridtaphad Sae-Khow, Nirattisai Thongchim, Taechawat Konkaew, Narong Borijindargoon, Anh Dao, Matichon Maneegard, Phakphum Artkaew, Zheng-Xin Yong, Quan Nguyen, Wannaphong Phatthiyaphaibun, Hoang H. Tran, Mike Zhang, Shiqi Chen, Tianyu Pang, Chao Du, Xinyi Wan, Wei Lu, Min Lin

CoRR, February, 2025

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training.

Haonan Wang, Qian Liu, Chao Du, Tongyao Zhu, Cunxiao Du, Kenji Kawaguchi, Tianyu Pang

Trans. Mach. Learn. Res., 2025

Reverse Modeling in Large Language Models.

Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration.

Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

When Attention Sink Emerges in Language Models: An Empirical View.

Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Efficient Inference for Large Language Model-based Generative Recommendation.

Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.

Xuan Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin

CoRR, 2024

GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding.

Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Revisiting the Markov Property for Machine Translation.

Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2022

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation.

Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation.

Cunxiao Du, Zhaopeng Tu, Jing Jiang

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Explicit Interaction Model towards Text Classification.

Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019