Partial Information as Full: Reward Imputation with Sketching in Bandits. - Xiao Zhang 034; Ninglu Shao; Zihua Si; Jun Xu 001; Wenhan Wang; Hanjing Su; Ji-Rong Wen (CoRR, 2022)

Reward Imputation with Sketching for Contextual Batched Bandits. - Xiao Zhang 034; Ninglu Shao; Zihua Si; Jun Xu 001; Wenhan Wang; Hanjing Su; Ji-Rong Wen (NeurIPS, 2023)

Uncovering ChatGPT's Capabilities in Recommender Systems. - Sunhao Dai; Ninglu Shao; Haiyuan Zhao; Weijie Yu 003; Zihua Si; Chen Xu 010; Zhongxiang Sun; Xiao Zhang 034; Jun Xu 001 (RecSys, 2023)

Modeling User Attention in Music Recommendation. - Sunhao Dai; Ninglu Shao; Jieming Zhu; Xiao Zhang 034; Zhenhua Dong; Jun Xu 001; Quanyu Dai; Ji-Rong Wen (ICDE, 2024)

Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon. - Peitian Zhang; Zheng Liu 011; Shitao Xiao; Ninglu Shao; Qiwei Ye; Zhicheng Dou (CoRR, 2024)

Flexibly Scaling Large Language Models Contexts Through Extensible Tokenization. - Ninglu Shao; Shitao Xiao; Zheng Liu 011; Peitian Zhang (CoRR, 2024)

Extensible Embedding: A Flexible Multipler For LLM's Context Length. - Ninglu Shao; Shitao Xiao; Zheng Liu 011; Peitian Zhang (CoRR, 2024)

Understanding Privacy Risks of Embeddings Induced by Large Language Models. - Zhihao Zhu 002; Ninglu Shao; Defu Lian; Chenwang Wu; Zheng Liu 011; Yi Yang 042; Enhong Chen (CoRR, 2024)

Extending Llama-3's Context Ten-Fold Overnight. - Peitian Zhang; Ninglu Shao; Zheng Liu 011; Shitao Xiao; Hongjin Qian; Qiwei Ye; Zhicheng Dou (CoRR, 2024)

Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation. - Zheng Liu 011; Chenyuan Wu; Ninglu Shao; Shitao Xiao; Chaozhuo Li; Defu Lian (CoRR, 2024)

Long Context Compression with Activation Beacon. - Peitian Zhang; Zheng Liu 011; Shitao Xiao; Ninglu Shao; Qiwei Ye; Zhicheng Dou (ICLR, 2025)

Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation. - Chenyuan Wu; Ninglu Shao; Zheng Liu 011; Shitao Xiao; Chaozhuo Li; Chen Zhang 013; Senzhang Wang; Defu Lian (WSDM, 2025)

GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at Kuaishou. - Ninglu Shao; Jinshan Wang; Chenxu Wang; Qingbiao Li; Xiaoxue Zang; Han Li 005 (CoRR, 2025)