Danqing Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 25

Top Venues

CoRR

KDD

IEEE Signal Process. Lett.

IEEE Trans. Circuits Syst. I Regul. Pap.

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Xiao Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao
LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. ICDE (2024)
Da Xu, Danqing Zhang, Guangyu Yang, Bo Yang, Shuyuan Xu, Lingling Zheng, Cindy Liang
Survey for Landing Generative AI in Social and E-commerce Recsys - the Industry Perspectives. CoRR (2024)
Danqing Zhang, Baoting Li, Hang Wang, Xuchong Zhang, Hongbin Sun
An Efficient Sparse-Aware Summation Optimization Strategy for DNN Accelerator. ISCAS (2024)
Baoting Li, Danqing Zhang, Pengfei Zhao, Hang Wang, Xuchong Zhang, Hongbin Sun, Nanning Zheng
DQ-STP: An Efficient Sparse On-Device Training Processor Based on Low-Rank Decomposition and Quantization for DNN. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (4) (2024)
Yu Wang, Zhengyang Wang, Hengrui Zhang, Qingyu Yin, Xianfeng Tang, Yinghan Wang, Danqing Zhang, Limeng Cui, Monica Cheng, Bing Yin, Suhang Wang, Philip S. Yu
Exploiting Intent Evolution in E-commercial Query Recommendation. KDD (2023)
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. CoRR (2022)
Jingfeng Yang, Haoming Jiang, Qingyu Yin, Danqing Zhang, Bing Yin, Diyi Yang
SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models. NAACL-HLT (Findings) (2022)
Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph. CoRR (2022)
Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph. WWW (2022)
Tong Zhao, Xianfeng Tang, Danqing Zhang, Haoming Jiang, Nikhil Rao, Yiwei Song, Pallav Agrawal, Karthik Subbian, Bing Yin, Meng Jiang
AutoGDA: Automated Graph Data Augmentation for Node Classification. LoG (2022)
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bing Yin
Condensing Graphs via One-Step Gradient Matching. KDD (2022)
Wei Jin, Xianfeng Tang, Haoming Jiang, Zheng Li, Danqing Zhang, Jiliang Tang, Bin Ying
Condensing Graphs via One-Step Gradient Matching. CoRR (2022)
Haoming Jiang, Tianyu Cao, Zheng Li, Chen Luo, Xianfeng Tang, Qingyu Yin, Danqing Zhang, Rahul Goutam, Bing Yin
Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding. CoRR (2022)
Zheng Li, Danqing Zhang, Tianyu Cao, Ying Wei, Yiwei Song, Bing Yin
MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision. EMNLP (1) (2021)
Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data. CoRR (2021)
Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction. CIKM (2021)
Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning. NAACL-HLT (2021)
Haoming Jiang, Danqing Zhang, Tianyu Cao, Bing Yin, Tuo Zhao
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data. ACL/IJCNLP (1) (2021)
Hui Liu, Danqing Zhang, Bing Yin, Xiaodan Zhu
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning. CoRR (2021)
Danqing Zhang, Zheng Li, Tianyu Cao, Chen Luo, Tony Wu, Hanqing Lu, Yiwei Song, Bing Yin, Tuo Zhao, Qiang Yang
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction. CoRR (2021)
Danqing Zhang, Tao Li, Haiyang Zhang, Bing Yin
On Data Augmentation for Extreme Multi-label Classification. CoRR (2020)
Shuisheng Zhou, Danqing Zhang
Bilateral Angle 2DPCA for Face Recognition. IEEE Signal Process. Lett. 26 (2) (2019)
Ye Xia, Danqing Zhang, Jinkyu Kim, Ken Nakayama, Karl Zipser, David Whitney
Predicting Driver Attention in Critical Situations. ACCV (5) (2018)
Danqing Zhang, Kimon Fountoulakis, Junyu Cao, Mogeng Yin, Michael W. Mahoney, Alexei Pozdnoukhov
Social Discrete Choice Models. CoRR (2017)
Ye Xia, Danqing Zhang, Alexei Pozdnoukhov, Ken Nakayama, Karl Zipser, David Whitney
Training a network to attend like human drivers saves it from common but misleading loss functions. CoRR (2017)
Danqing Zhang, Jianhui Jiang, Linbo Chen
Program behavior characterization and clustering: An empirical study for failure clustering. ISSRE (Supplemental Proceedings) (2013)
Linbo Chen, Jianhui Jiang, Danqing Zhang
Code Reuse Prevention through Control Flow Lazily Check. PRDC (2012)
Danqing Zhang, Binh Pham, Yuefeng Li
Modelling Traditional Chinese Paintings for Content-Based Image Classification and Retrieval. MMM (2004)
Ying Liu, Danqing Zhang
Web-Based Image Retrieval with a Case Study. APWeb (2003)
Danqing Zhang, Weiguo Li, Shen Zuhe
Solving Underdetermined Systems with Interval Methods. Reliab. Comput. 5 (1) (1999)

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Publication Activity (10 Years)

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Danqing Zhang