Explicit Interaction Model towards Text Classification. - Cunxiao Du; Zhaozheng Chen; Fuli Feng; Lei Zhu 002; Tian Gan; Liqiang Nie (AAAI, 2019)

Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. - Cunxiao Du; Zhaopeng Tu; Jing Jiang (ICML, 2021)

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation. - Cunxiao Du; Zhaopeng Tu; Longyue Wang; Jing Jiang (COLING, 2022)

Revisiting the Markov Property for Machine Translation. - Cunxiao Du; Hao Zhou 012; Zhaopeng Tu; Jing Jiang 001 (EACL (Findings), 2024)

GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. - Cunxiao Du; Jing Jiang 001; Yuanchen Xu; Jiawei Wu 003; Sicheng Yu; Yongqi Li 001; Shenggui Li; Kai Xu; Liqiang Nie; Zhaopeng Tu; Yang You (ICML, 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)

Efficient Inference for Large Language Model-based Generative Recommendation. - Xinyu Lin 001; Chaoqun Yang 002; Wenjie Wang 007; Yongqi Li 001; Cunxiao Du; Fuli Feng; See-Kiong Ng; Tat-Seng Chua (ICLR, 2025)

When Attention Sink Emerges in Language Models: An Empirical View. - Xiangming Gu; Tianyu Pang; Chao Du; Qian Liu 012; Fengzhuo Zhang; Cunxiao Du; Ye Wang 007; Min Lin (ICLR, 2025)

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration. - Heming Xia; Yongqi Li 001; Jun Zhang 069; Cunxiao Du; Wenjie Li 002 (ICLR, 2025)

Reverse Modeling in Large Language Models. - Sicheng Yu; Yuanchen Xu; Cunxiao Du; Yanying Zhou; Minghui Qiu; Qianru Sun; Hao Zhang; Jiawei Wu (NAACL (Short Papers), 2025)

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training. - Haonan Wang; Qian Liu 012; Chao Du; Tongyao Zhu; Cunxiao Du; Kenji Kawaguchi; Tianyu Pang (Trans. Mach. Learn. Res., 2025)

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. - Longxu Dou; Qian Liu 012; Fan Zhou; Changyu Chen; Zili Wang; Ziqi Jin; Zichen Liu; Tongyao Zhu; Cunxiao Du; Penghui Yang 001; Haonan Wang; Jiaheng Liu; et al. (CoRR, 2025)

LongSpec: Long-Context Speculative Decoding with Efficient Drafting and Verification. - Penghui Yang 001; Cunxiao Du; Fengzhuo Zhang; Haonan Wang; Tianyu Pang; Chao Du; Bo An 001 (CoRR, 2025)

Tutorial Proposal: Speculative Decoding for Efficient LLM Inference. - Heming Xia; Cunxiao Du; Yongqi Li 001; Qian Liu; Wenjie Li 002 (CoRR, 2025)

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. - Yunlong Hou 001; Fengzhuo Zhang; Cunxiao Du; Xuan Zhang; Jiachun Pan; Tianyu Pang; Chao Du; Vincent Y. F. Tan; Zhuoran Yang (CoRR, 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 012 (CoRR, 2025)