A probabilistic approach to diversified query recommendation. - Ruirui Li 002 (2013)

REAFUM: Representative Approximate Frequent Subgraph Mining. - Ruirui Li 002; Wei Wang 010 (SDM, 2015)

Towards customer trouble tickets resolution automation in large cellular services: demo. - Ruirui Li 002; Xinxin Huang; Shuo Song; Jia Wang; Wei Wang 010 (MobiCom, 2016)

Fleximer: Accurate Quantification of RNA-Seq via Variable-Length k-mers. - Chelsea J.-T. Ju; Ruirui Li 002; Zhengliang Wu; Jyun-Yu Jiang; Zhao Yang; Wei Wang 010 (BCB, 2017)

CORALS: Who Are My Potential New Customers? Tapping into the Wisdom of Customers' Decisions. - Ruirui Li 002; Jyun-Yu Jiang; Chelsea J.-T. Ju; Wei Wang 010 (WSDM, 2019)

Click Feedback-Aware Query Recommendation Using Adversarial Examples. - Ruirui Li 002; Liangda Li; Xian Wu 001; Yunhong Zhou; Wei Wang 010 (WWW, 2019)

Learning from Sparse and Deficient Data and its Applications. - Ruirui Li 002 (2019)

Bridging Mixture Density Networks with Meta-Learning for Automatic Speaker Identification. - Ruirui Li 002; Jyun-Yu Jiang; Xian Wu 001; Hongda Mao; Chu-Cheng Hsieh; Wei Wang 010 (ICASSP, 2020)

Fast Adaptation for Cold-start Collaborative Filtering with Meta-learning. - Tianxin Wei; Ziwei Wu; Ruirui Li 002; Ziniu Hu; Fuli Feng; Xiangnan He 001; Yizhou Sun; Wei Wang 010 (ICDM, 2020)

Automated Relational Meta-learning. - Huaxiu Yao; Xian Wu 001; Zhiqiang Tao; Yaliang Li; Bolin Ding; Ruirui Li 002; Zhenhui Li (ICLR, 2020)

Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training. - Ruirui Li 002; Jyun-Yu Jiang; Xian Wu 001; Chu-Cheng Hsieh; Andreas Stolcke (INTERSPEECH, 2020)

Automatic Speaker Recognition with Limited Data. - Ruirui Li 002; Jyun-Yu Jiang; Jiahao Liu; Chu-Cheng Hsieh; Wei Wang 010 (WSDM, 2020)

Adversarial Learning to Compare: Self-Attentive Prospective Customer Recommendation in Location based Social Networks. - Ruirui Li 002; Xian Wu 001; Wei Wang 010 (WSDM, 2020)

Few-Shot Learning for New User Recommendation in Location-based Social Networks. - Ruirui Li 002; Xian Wu 001; Xiusi Chen; Wei Wang 010 (WWW, 2020)

Non-local convolutional neural networks (nlcnn) for speaker recognition. - Haici Yang; Hongda Mao; Ruirui Li 002; Chelsea J.-T. Ju; Oguz Elibol (CoRR, 2020)

Fusion of Embeddings Networks for Robust Combination of Text Dependent and Independent Speaker Recognition. - Ruirui Li 002; Chelsea J.-T. Ju; Zeya Chen; Hongda Mao; Oguz Elibol; Andreas Stolcke (Interspeech, 2021)

Scaling Effect of Self-Supervised Speech Models. - Jie Pu; Yuguang Yang 004; Ruirui Li 002; Oguz Elibol; Jasha Droppo (Interspeech, 2021)

Self-Supervised Speaker Recognition Training using Human-Machine Dialogues. - Metehan Cekic; Ruirui Li 002; Zeya Chen; Yuguang Yang 004; Andreas Stolcke; Upamanyu Madhow (ICASSP, 2022)

Contrastive-mixup Learning for Improved Speaker Verification. - Xin Zhang; Minho Jin; Roger Cheng; Ruirui Li 002; Eunjung Han; Andreas Stolcke (ICASSP, 2022)

LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models. - Haoyu Wang 004; Ruirui Li 002; Haoming Jiang; Zhengyang Wang; Xianfeng Tang; Bin Bi; Monica Xiao Cheng; Bing Yin; Yaqing Wang 001; Tuo Zhao; Jing Gao 004 (KDD, 2023)

Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation. - Wei Jin 009; Haitao Mao; Zheng Li 018; Haoming Jiang; Chen Luo 003; Hongzhi Wen; Haoyu Han 001; Hanqing Lu; Zhengyang Wang; Ruirui Li 002; Zhen Li; Monica Xiao Cheng; et al. (NeurIPS, 2023)

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. - Bowen Jin; Chulin Xie; Jiawei Zhang 001; Kashob Kumar Roy; Yu Zhang 044; Zheng Li 018; Ruirui Li 002; Xianfeng Tang; Suhang Wang; Yu Meng 001; Jiawei Han 001 (ACL (Findings), 2024)

RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning. - Haoyu Wang 004; Tianci Liu 003; Ruirui Li 002; Monica Xiao Cheng; Tuo Zhao; Jing Gao 004 (EMNLP, 2024)

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering. - Haoyu Wang 004; Ruirui Li 002; Haoming Jiang; Jinjin Tian; Zhengyang Wang; Chen Luo 003; Xianfeng Tang; Monica Xiao Cheng; Tuo Zhao; Jing Gao 004 (EMNLP, 2024)

LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. - Haoyu Wang 004; Ruirui Li 002; Zhengyang Wang; Xianfeng Tang; Danqing Zhang; Monica Xiao Cheng; Bing Yin; Jasha Droppo; Suhang Wang; Jing Gao 004 (ICDE, 2024)

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. - Tianxin Wei; Bowen Jin; Ruirui Li 002; Hansi Zeng; Zhengyang Wang; Jianhui Sun; Qingyu Yin; Hanqing Lu; Suhang Wang; Jingrui He; Xianfeng Tang (ICLR, 2024)

Language Models as Semantic Indexers. - Bowen Jin; Hansi Zeng; Guoyin Wang 001; Xiusi Chen; Tianxin Wei; Ruirui Li 002; Zhengyang Wang; Zheng Li 018; Yang Li; Hanqing Lu; Suhang Wang; Jiawei Han 001; et al. (ICML, 2024)

A Product-Aware Query Auto-Completion Framework for E-Commerce Search via Retrieval-Augmented Generation Method. - Fangzheng Sun; Tianqi Zheng; Aakash Kolekar; Rohit Patki; Hossein Khazaei; Xuan Guo; Ziheng Cai; David Liu; Ruirui Li 002; Yupin Huang; Dante Everaert; Hanqing Lu; et al. (IR-RAG@SIGIR, 2024)

IterAlign: Iterative Constitutional Alignment of Large Language Models. - Xiusi Chen; Hongzhi Wen; Sreyashi Nag; Chen Luo 003; Qingyu Yin; Ruirui Li 002; Zheng Li 018; Wei Wang 010 (NAACL-HLT, 2024)

Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs. - Kewei Cheng; Jingfeng Yang 001; Haoming Jiang; Zhengyang Wang; Binxuan Huang; Ruirui Li 002; Shiyang Li; Zheng Li 018; Yifan Gao 001; Xian Li; Bing Yin; Yizhou Sun (CoRR, 2024)

Improving speaker verification robustness with synthetic emotional utterances. - Nikhil Kumar Koditala; Chelsea Jui-Ting Ju; Ruirui Li 002; Minho Jin; Aman Chadha; Andreas Stolcke (CoRR, 2024)

Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning. - Tianci Liu 003; Ruirui Li 002; Yunzhe Qi; Hui Liu 031; Xianfeng Tang; Tianqi Zheng; Qingyu Yin; Monica Xiao Cheng; Jun Huan; Haoyu Wang 004; Jing Gao 004 (ICLR, 2025)