Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information. - Yujing Wang 002; Yunhai Tong; Ming Zeng 009 (AAAI, 2013)

Time-Series Anomaly Detection Service at Microsoft. - Hansheng Ren; Bixiong Xu; Yujing Wang 002; Chao Yi; Congrui Huang; Xiaoyu Kou; Tony Xing; Mao Yang 004; Jie Tong; Qi Zhang 066 (KDD, 2019)

An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation. - Nezihe Merve Gürel; Hansheng Ren; Yujing Wang 002; Hui Xue 004; Yaming Yang 001; Ce Zhang 001 (CoRR, 2019)

Customized Graph Embedding: Tailoring the Embedding Vector to a Specific Application. - Bitan Hou; Yujing Wang 002; Ming Zeng 009; Shan Jiang; Ole J. Mengshoel; Yunhai Tong; Jing Bai 010 (CoRR, 2019)

TextNAS: A Neural Architecture Search Space Tailored for Text Representation. - Yujing Wang 002; Yaming Yang 001; Yiren Chen; Jing Bai 010; Ce Zhang 001; Guinan Su; Xiaoyu Kou; Yunhai Tong; Mao Yang 004; Lidong Zhou (AAAI, 2020)

AutoADR: Automatic Model Design for Ad Relevance. - Yiren Chen; Yaming Yang 001; Hong Sun; Yujing Wang 002; Yu Xu; Wei Shen; Rong Zhou; Yunhai Tong; Jing Bai 010; Ruofei Zhang (CIKM, 2020)

LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression. - Yihuan Mao; Yujing Wang 002; Chufan Wu; Chen Zhang 001; Yang Wang 053; Quanlu Zhang; Yaming Yang 001; Yunhai Tong; Jing Bai 010 (COLING, 2020)

Multivariate Time-series Anomaly Detection via Graph Attention Network. - Hang Zhao; Yujing Wang 002; Juanyong Duan; Congrui Huang; Defu Cao; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (ICDM, 2020)

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering. - Zihao Zhu; Jing Yu 007; Yujing Wang 002; Yajing Sun; Yue Hu 002; Qi Wu 001 (IJCAI, 2020)

Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting. - Defu Cao; Yujing Wang 002; Juanyong Duan; Ce Zhang 001; Xia Zhu; Congrui Huang; Yunhai Tong; Bixiong Xu; Jing Bai 010; Jie Tong; Qi Zhang 066 (NeurIPS, 2020)

Deeper Insights into Weight Sharing in Neural Architecture Search. - Yuge Zhang; Zejun Lin; Junyang Jiang; Quanlu Zhang; Yujing Wang 002; Hui Xue 004; Chen Zhang 001; Yaming Yang 001 (CoRR, 2020)

Improving BERT with Self-Supervised Attention. - Xiaoyu Kou; Yaming Yang 001; Yujing Wang 002; Ce Zhang 001; Yiren Chen; Yunhai Tong; Yan Zhang 004; Jing Bai 010 (CoRR, 2020)

Cross-modal knowledge reasoning for knowledge-based visual question answering. - Jing Yu 007; Zihao Zhu; Yujing Wang 002; Weifeng Zhang 002; Yue Hu 002; Jianlong Tan (Pattern Recognit., 2020)

Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees. - Jiangang Bai; Yujing Wang 002; Yiren Chen; Yaming Yang 001; Jing Bai 010; Jing Yu 007; Yunhai Tong (EACL, 2021)

Evolving Attention with Residual Convolutions. - Yujing Wang 002; Yaming Yang 001; Jiangang Bai; Mingliang Zhang 004; Jing Bai 010; Jing Yu 007; Ce Zhang 001; Gao Huang 001; Yunhai Tong (ICML, 2021)

CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation. - Jing Yu 007; Yuan Chai; Yujing Wang 002; Yue Hu 002; Qi Wu 001 (IJCAI, 2021)

DeGNN: Improving Graph Neural Networks with Graph Decomposition. - Xupeng Miao; Nezihe Merve Gürel; Wentao Zhang 001; Zhichao Han 001; Bo Li 026; Wei Min; Susie Xi Rao; Hansheng Ren; Yinan Shan; Yingxia Shao; Yujie Wang; Fan Wu 011; et al. (KDD, 2021)

Graph Attention Networks with LSTM-based Path Reweighting. - Jianpeng Chen; Yujing Wang 002; Ming Zeng 009; Zongyi Xiang; Yazhou Ren 001 (CoRR, 2021)

Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation. - Jiayan Guo; Yaming Yang 001; Xiangchen Song; Yuan Zhang 024; Yujing Wang 002; Jing Bai 010; Yan Zhang 004 (CoRR, 2021)

SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance. - Li Lyna Zhang; Youkow Homma; Yujing Wang 002; Min Wu; Mao Yang 004; Ruofei Zhang; Ting Cao 003; Wei Shen (CIKM, 2022)

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. - Yujing Wang 002; Luoxing Xiong; Mingliang Zhang 004; Hui Xue 004; Qi Chen 009; Yaming Yang 001; Yunhai Tong; Congrui Huang; Bixiong Xu (CoLLAs, 2022)

Enhancing Self-Attention with Knowledge-Assisted Attention Maps. - Jiangang Bai; Yujing Wang 002; Hong Sun; Ruonan Wu; Tianmeng Yang; Pengfei Tang; Defu Cao; Mingliang Zhang 004; Yunhai Tong; Yaming Yang 001; Jing Bai 010; Ruofei Zhang; et al. (NAACL-HLT, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang 002; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; Hao Sun 015; et al. (NeurIPS, 2022)

Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation. - Jiayan Guo; Yaming Yang 001; Xiangchen Song; Yuan Zhang 024; Yujing Wang 002; Jing Bai 010; Yan Zhang 004 (WSDM, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang 002; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Hao Sun 015; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; et al. (CoRR, 2022)

Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders. - Defu Cao; James Enouen; Yujing Wang 002; Xiangchen Song; Chuizheng Meng; Hao Niu 001; Yan Liu 002 (AAAI, 2023)

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion. - Rui Li 086; Xu Chen 017; Chaozhuo Li; Yanming Shen; Jianan Zhao 002; Yujing Wang 002; Weihao Han; Hao Sun 015; Weiwei Deng; Qi Zhang 066; Xing Xie 001 (ACL (1), 2023)

Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning. - Tianmeng Yang; Min Zhou 006; Yujing Wang 002; Zhengjie Lin; Lujia Pan; Bin Cui 001; Yunhai Tong (CIKM, 2023)

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. - Daixuan Cheng; Shaohan Huang; Junyu Bi; Yuefeng Zhan; Jianfeng Liu; Yujing Wang 002; Hao Sun 015; Furu Wei; Weiwei Deng; Qi Zhang 066 (EMNLP, 2023)

VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching. - Junyu Bi; Daixuan Cheng; Ping Yao; Bochen Pang; Yuefeng Zhan; Chuanguang Yang; Yujing Wang 002; Hao Sun 015; Weiwei Deng; Qi Zhang 066 (ICCV, 2023)

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference. - Xudong Wang; Li Lyna Zhang; Jiahang Xu; Quanlu Zhang; Yujing Wang 002; Yuqing Yang 001; Ningxin Zheng; Ting Cao 003; Mao Yang 004 (ICCV, 2023)

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference. - Junyan Li; Li Lyna Zhang; Jiahang Xu; Yujing Wang 002; Shaoguang Yan; Yunqing Xia; Yuqing Yang 001; Ting Cao 003; Hao Sun 015; Weiwei Deng; Qi Zhang 066; Mao Yang 004 (KDD, 2023)

Model-enhanced Vector Index. - Hailin Zhang 004; Yujing Wang 002; Qi Chen 009; Ruiheng Chang; Ting Zhang 002; Ziming Miao; Yingyan Hou; Yang Ding; Xupeng Miao; Haonan Wang; Bochen Pang; Yuefeng Zhan; et al. (NeurIPS, 2023)

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. - Daixuan Cheng; Shaohan Huang; Junyu Bi; Yuefeng Zhan; Jianfeng Liu; Yujing Wang 002; Hao Sun 015; Furu Wei; Denvy Deng; Qi Zhang 066 (CoRR, 2023)

Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search. - Yuanmin Tang; Jing Yu 007; Keke Gai; Yujing Wang 002; Yue Hu 002; Gang Xiong 001; Qi Wu 001 (CoRR, 2023)

Convolution-Enhanced Evolving Attention Networks. - Yujing Wang 002; Yaming Yang 001; Zhuo Li; Jiangang Bai; Mingliang Zhang 004; Xiangtai Li; Jing Yu 007; Ce Zhang 001; Gao Huang 001; Yunhai Tong (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

You Can't Ignore Either: Unifying Structure and Feature Denoising for Robust Graph Learning. - Tianmeng Yang; Jiahao Meng; Min Zhou 006; Yaming Yang 001; Yujing Wang 002; Xiangtai Li; Yunhai Tong (CIKM, 2024)

IRGen: Generative Modeling for Image Retrieval. - Yidan Zhang; Ting Zhang 002; Dong Chen 003; Yujing Wang 002; Qi Chen 009; Xing Xie 001; Hao Sun 015; Weiwei Deng; Qi Zhang 066; Fan Yang 024; Mao Yang 004; Qingmin Liao; et al. (ECCV (15), 2024)

Collaborative Multi-Task Representation for Natural Language Understanding. - Yaming Yang 001; Defu Cao; Ming Zeng 009; Jing Yu 007; Xiang Ren; Yunhai Tong; Yujing Wang 002 (IJCNN, 2024)

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. - Qi Chen 009; Xiubo Geng; Corby Rosset; Carolyn Buractaon; Jingwen Lu; Tao Shen 001; Kun Zhou 002; Chenyan Xiong; Yeyun Gong; Paul N. Bennett; Nick Craswell; Xing Xie 001; et al. (WWW (Companion Volume), 2024)

OneSparse: A Unified System for Multi-index Vector Search. - Yaoqi Chen; Ruicheng Zheng; Qi Chen 009; Shuotao Xu; Qianxi Zhang; Xue Wu; Weihao Han; Hua Yuan; Mingqin Li; Yujing Wang 002; Jason Li; Fan Yang 024; et al. (WWW (Companion Volume), 2024)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning. - Yaming Yang 001; Dilxat Muhtar; Yelong Shen; Yuefeng Zhan; Jianfeng Liu; Yujing Wang 002; Hao Sun 015; Denvy Deng; Feng Sun 008; Qi Zhang 066; Weizhu Chen; Yunhai Tong (CoRR, 2024)

Customizing graph neural networks using path reweighting. - Jianpeng Chen; Yujing Wang 002; Ming Zeng 009; Zongyi Xiang; Bitan Hou; Tong Yu 001; Ole J. Mengshoel; Yazhou Ren 001 (Inf. Sci., 2024)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning. - Yaming Yang 001; Dilxat Muhtar; Yelong Shen; Yuefeng Zhan; Jianfeng Liu; Yujing Wang 002; Hao Sun 015; Weiwei Deng; Feng Sun 008; Qi Zhang 066; Weizhu Chen; Yunhai Tong (AAAI, 2025)

CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets. - Yujing Wang 002; Yiren Chen; Huoran Li; Chunxu Xu; Yuchong Luo; Xianghui Mao; Cong Li 021; Lun Du; Chunyang Ma; Qiqi Jiang; Yin Wang; Fan Gao; et al. (CIKM, 2025)

Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence. - Jiahao Meng; Xiangtai Li; Haochen Wang; Yue Tan; Tao Zhang 042; Lingdong Kong; Yunhai Tong; Anran Wang 001; Zhiyang Teng; Yujing Wang 002; Zhuochen Wang (CoRR, 2025)

RecTok: Reconstruction Distillation along Rectified Flow. - Qingyu Shi; Size Wu; Jinbin Bai; Kaidong Yu; Yujing Wang 002; Yunhai Tong; Xiangtai Li; Xuelong Li 001 (CoRR, 2025)

SAMTok: Representing Any Mask with Two Words. - Yikang Zhou; Tao Zhang 042; Dengxian Gong; Yuanzheng Wu; Ye Tian; Haochen Wang; Haobo Yuan; Jiacong Wang; Lu Qi 001; Hao Fei 001; Anran Wang 001; Zhuochen Wang; et al. (CoRR, 2026)