Cunxiao Du - RankMe

34 papers A* 8B 1Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. AAAI Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji
2026	J	`jnl`	Annealed Relaxation of Speculative Decoding for Faster Autoregressive Image Generation. CoRR Xingyao Li, Fengzhuo Zhang, Cunxiao Du, Hui Ji
2026	J	`jnl`	Demystifying the Slash Pattern in Attention: The Role of RoPE. CoRR Yuan Cheng, Fengzhuo Zhang, Yunlong Hou, Cunxiao Du, Chao Du, Tianyu Pang, Aixin Sun, Zhuoran Yang
2025	A*	`conf`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. ICML Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	J	`jnl`	BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. CoRR Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang
2025	A*	`conf`	Efficient Inference for Large Language Model-based Generative Recommendation. ICLR Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation. Trans. Mach. Learn. Res. Xuan Zhang, Fengzhuo Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin
2025	J	`jnl`	LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification. CoRR Penghui Yang, Cunxiao Du, Fengzhuo Zhang, Haonan Wang, Tianyu Pang, Chao Du, Bo An
2025	J	`jnl`	Merlin's Whisper: Enabling Efficient Reasoning in LLMs via Black-box Adversarial Prompting. CoRR Heming Xia, Cunxiao Du, Rui Li, Chak Tou Leong, Yongqi Li, Wenjie Li
2025	J	`jnl`	Muon Outperforms Adam in Tail-End Associative Memory Learning. CoRR Shuche Wang, Fengzhuo Zhang, Jiaxiang Li, Cunxiao Du, Chao Du, Tianyu Pang, Zhuoran Yang, Mingyi Hong, Vincent Y. F. Tan
2025	—	`conf`	Reverse Modeling in Large Language Models. NAACL (Short Papers) Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu
2025	A*	`conf`	SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration. ICLR Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li
2025	J	`jnl`	Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. CoRR 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
2025	—	`conf`	Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs. ACL (2) Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu
2025	J	`jnl`	Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs. CoRR Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu
2025	J	`jnl`	Tutorial Proposal: Speculative Decoding for Efficient LLM Inference. CoRR Heming Xia, Cunxiao Du, Yongqi Li, Qian Liu, Wenjie Li
2025	A*	`conf`	When Attention Sink Emerges in Language Models: An Empirical View. ICLR Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin
2025	J	`jnl`	When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training. Trans. Mach. Learn. Res. Haonan Wang, Qian Liu, Chao Du, Tongyao Zhu, Cunxiao Du, Kenji Kawaguchi, Tianyu Pang
2024	J	`jnl`	Efficient Inference for Large Language Model-based Generative Recommendation. CoRR Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024	A*	`conf`	GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. ICML Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You
2024	J	`jnl`	GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. CoRR Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You
2024	J	`jnl`	Reverse Modeling in Large Language Models. CoRR Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu
2024	—	`conf`	Revisiting the Markov Property for Machine Translation. EACL (Findings) Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang
2024	J	`jnl`	Revisiting the Markov Property for Machine Translation. CoRR Cunxiao Du, Hao Zhou, Zhaopeng Tu, Jing Jiang
2024	J	`jnl`	SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration. CoRR Heming Xia, Yongqi Li, Jun Zhang, Cunxiao Du, Wenjie Li
2024	J	`jnl`	SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction. CoRR Xuan Zhang, Cunxiao Du, Chao Du, Tianyu Pang, Wei Gao, Min Lin
2024	J	`jnl`	When Attention Sink Emerges in Language Models: An Empirical View. CoRR Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin
2024	J	`jnl`	When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training. CoRR Haonan Wang, Qian Liu, Chao Du, Tongyao Zhu, Cunxiao Du, Kenji Kawaguchi, Tianyu Pang
2022	B	`conf`	ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. COLING Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang
2022	J	`jnl`	ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. CoRR Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang
2021	A*	`conf`	Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. ICML Cunxiao Du, Zhaopeng Tu, Jing Jiang
2021	J	`jnl`	Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. CoRR Cunxiao Du, Zhaopeng Tu, Jing Jiang
2019	A*	`conf`	Explicit Interaction Model towards Text Classification. AAAI Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie
2018	J	`jnl`	Explicit Interaction Model towards Text Classification. CoRR Cunxiao Du, Zhaozheng Chen, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie