Xiao Zhang

69 papers A* 12A 2C 3Journal 37Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive taxonomy of prompt engineering techniques for large language models.
Frontiers Comput. Sci.
Yao-Yang Liu, Zhen Zheng, Feng Zhang, Jin-Cheng Feng, Yi-Yang Fu, Jidong Zhai, Bingsheng He, Xiao Zhang, Xiaoyong Du
2026 J jnl
AeroSketch: Near-Optimal Time Matrix Sketch Framework for Persistent, Sliding Window, and Distributed Streams.
CoRR
Hanyan Yin, Dongxie Wen, Jiajun Li, Zhewei Wei, Xiao Zhang, Peng Zhao, Zhi-Hua Zhou
2026 J jnl
MI-LLM: Multiplier-Free LLM Inference on Commodity Processing-in-Memory Hardware.
IEEE Trans. Computers
Puyun Hu, Minhui Xie, Linjiang Li, Kuiyaohui Zhang, Erge Xiang, Jing Wang, Size Zheng, Xiao Zhang, Yunpeng Chai
2025 J jnl
A Comprehensive Study of Bugs in Relational DBMS.
IEEE Trans. Software Eng.
Shuang Liu, Ruifeng Wang, Yuanfeng Xie, Junjie Chen, Wei Lu, Xiao Zhang, Quanqing Xu, Chuanhui Yang, Xiaoyong Du
2025 J jnl
Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices.
IEEE Trans. Cloud Comput.
Feng Zhang, Chenyang Zhang, Jiawei Guan, Qiangjun Zhou, Kuangyu Chen, Xiao Zhang, Bingsheng He, Jidong Zhai, Xiaoyong Du
2025 A* conf
Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models.
AAAI
Jian Gao, Xiao Zhang, Miao Li, Ji Wu
2025 J jnl
Entropy-Guided Token Dropout: Training Autoregressive Language Models with Limited Domain Data.
CoRR
Jiapeng Wang, Yiwen Hu, Yanzipeng Gao, Haoyu Wang, Shuo Wang, Hongyu Lu, Jiaxin Mao, Wayne Xin Zhao, Junyi Li, Xiao Zhang
2025 A* conf
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving.
ICML
Yuxuan Zhou, Xien Liu, Chenwei Yan, Chen Ning, Xiao Zhang, Boxun Li, Xiangling Fu, Shijin Wang, Guoping Hu, Yu Wang, Ji Wu
2025 J jnl
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving.
CoRR
Yuxuan Zhou, Xien Liu, Chenwei Yan, Chen Ning, Xiao Zhang, Boxun Li, Xiangling Fu, Shijin Wang, Guoping Hu, Yu Wang, Ji Wu
2025 A* conf
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery.
ICLR
Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu
2024 A* conf
Co-occurrence is not Factual Association in Language Models.
NeurIPS
Xiao Zhang, Miao Li, Ji Wu
2024 J jnl
Co-occurrence is not Factual Association in Language Models.
CoRR
Xiao Zhang, Miao Li, Ji Wu
2024 J jnl
Compressed data direct computing for Chinese dataset on DCU.
CCF Trans. High Perform. Comput.
Yani Liu, Feng Zhang, Zaifeng Pan, Xiaoguang Guo, Yihua Hu, Xiao Zhang, Xiaoyong Du
2024 A* conf
Conditional Language Learning with Context.
ICML
Xiao Zhang, Miao Li, Ji Wu
2024 J jnl
Conditional Language Learning with Context.
CoRR
Xiao Zhang, Miao Li, Ji Wu
2024 — conf
Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank.
LREC/COLING
Peiyu Liu, Ze-Feng Gao, Xiao Zhang, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
Enhancing elusive clues in knowledge learning by contrasting attention of language models.
CoRR
Jian Gao, Xiao Zhang, Ji Wu, Miao Li
2024 J jnl
Fast Second-Order Online Kernel Learning through Incremental Matrix Sketching and Decomposition.
CoRR
Dongxie Wen, Xiao Zhang, Zhewei Wei
2024 A* conf
G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint).
AAAI
Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou
2024 J jnl
Optimal Matrix Sketching over Sliding Windows.
CoRR
Hanyan Yin, Dongxie Wen, Jiajun Li, Zhewei Wei, Xiao Zhang, Zengfeng Huang, Feifei Li
2024 J jnl
Optimal Matrix Sketching over Sliding Windows.
Proc. VLDB Endow.
Hanyan Yin, Dongxie Wen, Jiajun Li, Zhewei Wei, Xiao Zhang, Zengfeng Huang, Feifei Li
2023 A* conf
ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples.
ICDM
Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong
2023 J jnl
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms.
IEEE Trans. Parallel Distributed Syst.
Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma
2023 J jnl
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.
IEEE Trans. Knowl. Data Eng.
Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen
2023 J jnl
G-LIME: Statistical learning for local interpretations of deep neural networks using global priors.
Artif. Intell.
Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou
2022 J jnl
Feature Forgetting in Continual Representation Learning.
CoRR
Xiao Zhang, Dejing Dou, Ji Wu
2022 J jnl
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond.
Knowl. Inf. Syst.
Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou
2022 A conf
Optimizing Random Access to Hierarchically-Compressed Data on GPU.
SC
Feng Zhang, Yihua Hu, Haipeng Ding, Zhiming Yao, Zhewei Wei, Xiao Zhang, Xiaoyong Du
2022 J jnl
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.
IEEE Trans. Knowl. Data Eng.
Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du
2021 J jnl
Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond.
CoRR
Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou
2021 J jnl
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples.
CoRR
Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou
2021 A* conf
TS-Benchmark: A Benchmark for Time Series Databases.
ICDE
Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du
2021 J jnl
iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures.
IEEE Trans. Parallel Distributed Syst.
Chenyang Zhang, Feng Zhang, Xiaoguang Guo, Bingsheng He, Xiao Zhang, Xiaoyong Du
2020 J jnl
Label-guided Learning for Text Classification.
CoRR
Xien Liu, Song Wang, Xiao Zhang, Xinxin You, Ji Wu, Dejing Dou
2020 A* conf
Learning Conceptual-Contextual Embeddings for Medical Text.
AAAI
Xiao Zhang, Dejing Dou, Ji Wu
2020 J jnl
Measuring Information Transfer in Neural Networks.
CoRR
Xiao Zhang, Xingjian Li, Dejing Dou, Ji Wu
2020 A* conf
Tensor Graph Convolutional Networks for Text Classification.
AAAI
Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv
2020 J jnl
Tensor Graph Convolutional Networks for Text Classification.
CoRR
Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv
2019 — conf
Delta Embedding Learning.
ACL (1)
Xiao Zhang, Ji Wu, Dejing Dou
2019 J jnl
Learning Conceptual-Contexual Embeddings for Medical Text.
CoRR
Xiao Zhang, Dejing Dou, Ji Wu
2019 J jnl
Timestamp reassignment: taming transaction abort for serializable snapshot isolation.
Frontiers Comput. Sci.
Ningnan Zhou, Xiao Zhang, Shan Wang
2018 J jnl
Delta Embedding Learning.
CoRR
Xiao Zhang, Ji Wu
2018 J jnl
MSQL+: a Plugin Toolkit for Similarity Search under Metric Spaces in Distributed Relational Database Systems.
Proc. VLDB Endow.
Wei Lu, Xinyi Zhang, Zhiyu Shui, Zhe Peng, Xiao Zhang, Xiaoyong Du, Hao Huang, Xiaoyu Wang, Anqun Pan, Haixiang Li
2018 A* conf
Medical Exam Question Answering with Large-scale Reading Comprehension.
AAAI
Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su
2018 J jnl
Medical Exam Question Answering with Large-scale Reading Comprehension.
CoRR
Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su
2017 — conf
Reordering Transaction Execution to Boost High Frequency Trading Applications.
APWeb/WAIM (2)
Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang
2017 J jnl
Reordering Transaction Execution to Boost High-Frequency Trading Applications.
Data Sci. Eng.
Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang
2016 J jnl
A General Multi-Context Embedding Model for Mining Human Trajectory Data.
IEEE Trans. Knowl. Data Eng.
Ningnan Zhou, Wayne Xin Zhao, Xiao Zhang, Ji-Rong Wen, Shan Wang
2016 J jnl
A Novel Emergency Detection Approach Leveraging Spatiotemporal Behavior for Power System.
Trans. Edutainment
Wanxing Sheng, Ke-yan Liu, Yixi Yu, Rungong An, Xin Zhou, Xiao Zhang
2016 — conf
An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.
DASFAA (2)
Ningnan Zhou, Xuan Zhou, Xiao Zhang, Shan Wang, Ling Liu
2016 J jnl
An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.
Data Sci. Eng.
Ningnan Zhou, Xuan Zhou, Xiao Zhang, Shan Wang
2015 — conf
ABR-Tree: An Efficient Distributed Multidimensional Indexing Approach for Massive Data.
ICA3PP (Workshops and Symposiums)
Xin Zhou, Hui Li, Xiao Zhang, Shan Wang, Yanyu Ma, Ke-yan Liu, Ming Zhu, Menglin Huang
2015 — conf
Hike: A High Performance kNN Query Processing System for Multimedia Data.
CIC
Hui Li, Ling Liu, Xiao Zhang, Shan Wang
2015 — conf
WACO: Workload Aware Column Order for Scan Operator in Wide Table.
CIC
Ningnan Zhou, Xiao Zhang, Shan Wang
2014 A conf
INK: A Cloud-Based System for Efficient Top-k Interval Keyword Search.
CIKM
Rui Li, Xiao Zhang, Xin Zhou, Shan Wang
2014 — conf
Theme-Aware Social Strength Inference from Spatiotemporal Data.
WAIM
Ningnan Zhou, Xiao Zhang, Shan Wang
2013 — conf
Efficient Distributed Multi-dimensional Index for Big Data Management.
WAIM
Xin Zhou, Xiao Zhang, Yanhao Wang, Rui Li, Shan Wang
2013 J jnl
Efficient and exact duplicate detection on cloud.
Concurr. Comput. Pract. Exp.
Chuitian Rong, Wei Lu, Xiaoyong Du, Xiao Zhang
2012 J jnl
Optimizing queries with expensive video predicates in cloud environment.
Concurr. Comput. Pract. Exp.
Yansong Zhang, Lisheng Yu, Xiao Zhang, Shan Wang, Hui Li
2011 — conf
A Content-Aware Adaptive Storage Approach for XML in PXRDB.
DASFAA Workshops
Xue Wang, Xiao Zhang, Xiaoyong Du, Shan Wang, Kuicheng Liu
2011 C conf
Cleaning Uncertain Streams for Query Improvement.
APWeb
Qian Zhang, Shan Wang, Biao Qin, Xiao Zhang
2011 — conf
Efficient Duplicate Detection on Cloud Using a New Signature Scheme.
WAIM
Chuitian Rong, Wei Lu, Xiaoyong Du, Xiao Zhang
2011 — conf
Renda-RX: A Benchmark for Evaluating XML-Relational Database System.
WAIM
Xiao Zhang, Kuicheng Liu, Li Zou, Xiaoyong Du, Shan Wang
2010 C conf
Managing a Large Shared Bank of Unstructured Data by Using Free-Table.
APWeb
Xiao Zhang, Xiaoyong Du, Jinchuan Chen, Shan Wang
2010 — conf
SeCCX: Semantics-Based Fine Granular Concurrency Control for XML Data.
WAIM Workshops
Chuitian Rong, Wei Lu, Xiao Zhang, Zhen Liu, Xiaoyong Du
2010 C conf
Towards Video Management over Relational Database.
APWeb
Hui Li, Xiao Zhang, Shan Wang, Xiaoyong Du
2009 — conf
A Database Approach for Accelerate Video Data Access.
APWeb/WAIM Workshops
Wenjing Zhou, Xiangwei Xie, Hui Li, Xiao Zhang, Shan Wang
2009 — ed.
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2009 International Workshops: WCMT 2009, RTBI 2009, DBIR-ENQOIR 2009, PAIS 2009, Suzhou, China, April 2-4, 2009, Revised Selected Papers
APWeb/WAIM Workshops
Lei Chen, Chengfei Liu, Xiao Zhang, Shan Wang, Darijus Strasunskas, Stein L. Tomassen, Jinghai Rao, Wen-Syan Li, K. Selçuk Candan, Dickson K. W. Chiu, Yi Zhuang, Clarence A. Ellis, Kwanghoon Pio Kim
2007 A* conf
Finding Top-k Min-Cost Connected Trees in Databases.
ICDE
Bolin Ding, Jeffrey Xu Yu, Shan Wang, Lu Qin, Xiao Zhang, Xuemin Lin