Shicheng Xu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

Generalization Ability

Information Retrieval

Top Venues

Publications

Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework. ACM Trans. Inf. Syst. 42 (2) (2024)
Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images. SIGIR (2024)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks. WWW (2024)
Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models. CoRR (2024)
Shicheng Xu, Liang Pang, Jun Xu, Huawei Shen, Xueqi Cheng
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation. WWW (2024)
Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation. ACL (1) (2024)
Sunhao Dai, Chen Xu, Shicheng Xu, Liang Pang, Zhenhua Dong, Jun Xu
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era. KDD (2024)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
Unveil the Duality of Retrieval-Augmented Generation: Theoretical Analysis and Practical Solution. CoRR (2024)
Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation. CoRR (2024)
Shicheng Xu, Liang Pang, Jun Xu, Huawei Shen, Xueqi Cheng
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation. CoRR (2024)
Shicheng Xu, Liang Pang, Jiangnan Li, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou
Plot Retrieval as an Assessment of Abstract Semantic Association. CoRR (2023)
Shicheng Xu
Multi-task 3D building understanding with multi-modal pretraining. CoRR (2023)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval. CoRR (2023)
Simin Li, Yulan Lin, Tong Zhu, Mengjie Fan, Shicheng Xu, Weihao Qiu, Can Chen, Linfeng Li, Yao Wang, Jun Yan, Justin Wong, Lin Naing, Shabei Xu
Development and external evaluation of predictions models for mortality of COVID-19 patients using machine learning method. Neural Comput. Appl. 35 (18) (2023)
Shicheng Xu, Xiaolong Xu
ConvTrans-TPS: A Convolutional Transformer Model for Disk Failure Prediction in Large-Scale Network Storage Systems. CSCWD (2023)
Shicheng Xu, Danyang Hou, Liang Pang, Jingcheng Deng, Jun Xu, Huawei Shen, Xueqi Cheng
AI-Generated Images Introduce Invisible Relevance Bias to Text-Image Retrieval. CoRR (2023)
Shicheng Xu, Xiaolong Xu, Honghao Gao, Fu Xiao
TLS-WGAN-GP: A Generative Adversarial Network Model for Data-Driven Fault Root Cause Location. IEEE Trans. Consumer Electron. 69 (4) (2023)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval. ACL (1) (2023)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-seng Chua
Search-in-the-Chain: Towards the Accurate, Credible and Traceable Content Generation for Complex Knowledge-intensive Tasks. CoRR (2023)
Xiabin Huang, Derong Shen, Tiezheng Nie, Yue Kou, Guangyu He, Shicheng Xu
An Efficient Query Architecture for Permissioned Blockchain. WISA (2022)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training Framework. CoRR (2022)
Xin Li, Xiaomei Dong, Xinhao Xu, Guangyu He, Shicheng Xu
A Blockchain-Based Scheme for Efficient Medical Data Sharing with Attribute-Based Hierarchical Encryption. WISA (2022)
Dongyang Pan, Derong Shen, Tiezheng Nie, Yue Kou, Guangyu He, Shicheng Xu
Enabling Verifiable Single-Attribute Range Queries on Erasure-Coded Sharding-Based Blockchain Systems. WISA (2022)
Quanjun Zhang, Xu Zhai, Shicheng Xu, Wanmin Huang, Jingui Zhang, Yaoming Fan
Interactive Patch Filtering via Test Generation. DSA (2022)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning. CIKM (2022)
Xinhao Xu, Xiaomei Dong, Xin Li, Guangyu He, Shicheng Xu
Patient-Friendly Medical Data Security Sharing Scheme Based on Blockchain and Proxy Re-encryption. WISA (2022)
Yang Yang, Shangbin Han, Ping Xie, Yan Zhu, Zhenyang Ding, Shengjie Hou, Shicheng Xu, Haibin Zheng
Implementation and Optimization of Zero-Knowledge Proof Circuit Based on Hash Function SM3. Sensors 22 (16) (2022)
Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng
Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning. CoRR (2022)
Sihan Liu, Tong Mu, Shicheng Xu, Guangyu He
Research on cross-chain method based on distributed Digital Identity. ICBCT (2022)
Tinghui Yin, Bowen Zheng, Yufan Lian, Haifeng Li, Lei Tan, Shicheng Xu, Yong Liu, Tao Wu, Jie Ren
Contrast-enhanced ultrasound improves the potency of fine-needle aspiration in thyroid nodules with high inadequate risk. BMC Medical Imaging 22 (1) (2022)
Xiaofei Gao, Tiezheng Nie, Derong Shen, Yue Kou, Guangyu He, Shicheng Xu
B-store, a General Block Storage and Retrieval System for Blockchain. WISA (2022)
Shicheng Xu, Sihan Liu, Guangyu He
A Method of Federated Learning Based on Blockchain. CSAE (2021)
Yannick D'Mello, James Skoric, Shicheng Xu, Philip J. R. Roche, Michel Lortie, Stéphane Gagnon, David V. Plant
Real-Time Cardiac Beat Detection and Heart Rate Monitoring from Combined Seismocardiography and Gyrocardiography. Sensors 19 (16) (2019)
Jiangyun Zhang, Shaojie Wang, Shicheng Xu, Mengxin Yu
Stock Price Manipulation Detection Based on Machine Learning Technology: Evidence in China. GRMSE (1) (2016)
Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang
Strategies for Searching Video Content with Text Queries or Video Examples. CoRR (2016)
Shicheng Xu, Huan Li, Xiaojun Chang, Shoou-I Yu, Xingzhong Du, Xuanchong Li, Lu Jiang, Zexi Mao, Zhen-Zhong Lan, Susanne Burger, Alexander G. Hauptmann
Incremental Multimodal Query Construction for Video Search. ICMR (2015)
Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann
CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. TRECVID (2015)
Haoquan Shen, Yan Yan, Shicheng Xu, Nicolas Ballas, Wenzhi Chen
Evaluation of semi-supervised learning method on action recognition. Multim. Tools Appl. 74 (2) (2015)
Chenqiang Gao, Deyu Meng, Wei Tong, Yi Yang, Yang Cai, Haoquan Shen, Gaowen Liu, Shicheng Xu, Alexander G. Hauptmann
Interactive Surveillance Event Detection through Mid-level Discriminative Representation. ICMR (2014)
Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao
Informedia @ TRECVID 2014. TRECVID (2014)
Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann
Informedia@TRECVID 2013. TRECVID (2013)
Rui Jia, Shicheng Xu, Chengbao Peng
Research on Real Time Data Warehouse Architecture. ICICA (2) (2013)
Rui Jia, Shicheng Xu, Chengbao Peng
XML-Based Web Data Pattern Discovery and Extraction. ICICA (1) (2012)
Yanjun Xu, Shicheng Xu, Chengbao Peng, Zhang Xia
Reducing Redundancy of XPath Query over Networks by Transmitting XML Views. WAIM Workshops (2010)