Wen Xiao

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 75

Top Topics

Extractive Summarization

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack. ACL (1) (2024)
Bofei Gao, Zefan Cai, Runxin Xu, Peiyi Wang, Ce Zheng, Runji Lin, Keming Lu, Junyang Lin, Chang Zhou, Wen Xiao, Junjie Hu, Tianyu Liu, Baobao Chang
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback. CoRR (2024)
Zefan Cai, Yichi Zhang, Bofei Gao, Yuliang Liu, Tianyu Liu, Keming Lu, Wayne Xiong, Yue Dong, Baobao Chang, Junjie Hu, Wen Xiao
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling. CoRR (2024)
Wen Xiao, Hui Cao, Yuqi Lei, Qiqi Zhu, Nengcheng Chen
Cross-temporal and spatial information fusion for multi-task building change detection using multi-temporal optical imagery. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR (2024)
Yuqi Lei, Hui Cao, Xuanyan Zhou, Jon Mills, Wen Xiao
Impact of Land Use/Land Cover Changes on Urban Flooding: A Case Study of the Greater Bay Area, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Deng-Qi Yang, De-Yao Meng, Hao-Xuan Li, Meng-Tao Li, Han-Lin Jiang, Kun Tan, Zhi-Pang Huang, Na Li, Rong-Hai Wu, Xiao-Wei Li, Ben-Hui Chen, Mei Zhang, Guopeng Ren, Wen Xiao
A systematic study on transfer learning: Automatically identifying empty camera trap images using deep convolutional neural networks. Ecol. Informatics 80 (2024)
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
Personalized Abstractive Summarization by Tri-agent Generation Pipeline. EACL (Findings) (2024)
Yuanfei Yuan, Liangying Wang, Qi Zhou, Wen Xiao, Lijin Wang, Yiwen Zhong
Cuckoo Search Algorithm with Normal Distribution and Its Application in Lychee Image Segmentation. ICSAI (2023)
Wenxia Dai, Yiheng Jiang, Wen Zeng, Ruibo Chen, Yongyang Xu, Ningning Zhu, Wen Xiao, Zhen Dong, Qingfeng Guan
MDC-Net: a multi-directional constrained and prior assisted neural network for wood and leaf separation from terrestrial laser scanning. Int. J. Digit. Earth 16 (1) (2023)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues. EACL (Findings) (2023)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues. CoRR (2023)
Wen Xiao, Hui Cao, Miao Tang, Zhenchao Zhang, Nengcheng Chen
3D urban object change detection from aerial and terrestrial point clouds: A review. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
De-Yao Meng, Tao Li, Hao-Xuan Li, Mei Zhang, Kun Tan, Zhi-Pang Huang, Na Li, Rong-Hai Wu, Xiao-Wei Li, Ben-Hui Chen, Guo-Peng Ren, Wen Xiao, Dengqi Yang
A method for automatic identification and separation of wildlife images using ensemble learning. Ecol. Informatics 77 (2023)
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization. CoRR (2023)
Xiaoyue Ji, Xiaochen Cui, Zhengxin Li, Taeyoung Choi, Ying Wang, Wen Xiao, Yunshuo Zhao, Jinyin Zha, Jian Zhang, Hai-Feng Chen, Zhengtian Yu
Research and Evaluation of the Allosteric Protein-Specific Force Field Based on a Pre-Training Deep Learning Model. J. Chem. Inf. Model. 63 (8) (2023)
Zhiguang Mo, Xiaoping Zhang, Huageng Liang, Qiaoyan Chen, Changjun Tie, Wen Xiao, Qi Cao, Chenchen Liu, Chao Zou, Liwen Wan, Xiaoliang Zhang, Ye Li
A Novel Three-Channel Endorectal Coil for Prostate Magnetic Resonance Imaging at 3T. IEEE Trans. Biomed. Eng. 70 (12) (2023)
Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack. CoRR (2023)
Raymond Li, Ruixin Yang, Wen Xiao, Ahmed AbuRa'ed, Gabriel Murray, Giuseppe Carenini
Visual Analytics for Generative Transformer Models. CoRR (2023)
Kai Li, Xuri Huang, Yukai Wo, Weiping Cao, Yezheng Hu, Jing Tang, Wen Xiao
A Characterization Method for Cavity Karst Reservoir Using Local Full-Waveform Inversion in Frequency Domain. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wen Xiao, Juan Hu
Analyzing Effective Factors of Online Learning Performance by Interpreting Machine Learning Models. IEEE Access 11 (2023)
Qingyong Hu, Bo Yang, Sheikh Khalid, Wen Xiao, Niki Trigoni, Andrew Markham
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds. CoRR (2022)
Hari K. Dhonju, Bikash Uprety, Wen Xiao
Geo-Enabled Sustainable Municipal Energy Planning for Comprehensive Accessibility: A Case in the New Federal Context of Nepal. ISPRS Int. J. Geo Inf. 11 (5) (2022)
Qingyong Hu, Bo Yang, Sheikh Khalid, Wen Xiao, Niki Trigoni, Andrew Markham
SensatUrban: Learning Semantics from Urban-Scale Photogrammetric Point Clouds. Int. J. Comput. Vis. 130 (2) (2022)
Jiaxing Zhang, Wen Xiao, Jon P. Mills
Optimizing Moving Object Trajectories from Roadside Lidar Data by Joint Detection and Tracking. Remote. Sens. 14 (9) (2022)
Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization. CoRR (2022)
Wen Xiao, Giuseppe Carenini
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency. CoRR (2022)
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. ACL (1) (2022)
Ka Zhang, Longjie Ye, Wen Xiao, Yehua Sheng, Shan Zhang, Xia Tao, Yaqin Zhou
A Dual Attention Neural Network for Airborne LiDAR Point Cloud Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenxia Dai, Hongyang Kan, Renchun Tan, Bisheng Yang, Qingfeng Guan, Ningning Zhu, Wen Xiao, Zhen Dong
Multisource forest point cloud registration with semantic-guided keypoints and robust RANSAC mechanisms. Int. J. Appl. Earth Obs. Geoinformation 115 (2022)
Minghao Zhang, Wen Xiao, Cunlin Zhang, Liangliang Zhang
Terahertz Kerr Effect of Liquids. Sensors 22 (23) (2022)
Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. EMNLP (2022)
Wen Xiao, Juan Hu
Paradigm and performance analysis of distributed frequent itemset mining algorithms based on Mapreduce. Microprocess. Microsystems 82 (2021)
Maria V. Peppa, Tom Komar, Wen Xiao, Phil James, Craig Robson, Jin Xing, Stuart L. Barr
Towards an End-to-End Framework of CCTV-Based Urban Traffic Volume Detection and Prediction. Sensors 21 (2) (2021)
Hyeju Jang, Seojin Bang, Wen Xiao, Giuseppe Carenini, Raymond T. Ng, Young Ji Lee
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification. DeeLIO@NAACL-HLT (2021)
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan
PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. CoRR (2021)
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang, Giuseppe Carenini
T3-Vis: a visual analytic framework for Training and fine-Tuning Transformers in NLP. CoRR (2021)
Wen Xiao, Juan Hu
PSubCLUS: A Parallel Subspace Clustering Algorithm Based On Spark. IEEE Access 9 (2021)
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang, Giuseppe Carenini
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP. EMNLP (Demos) (2021)
Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini
Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization. CoRR (2021)
Linzi Xing, Wen Xiao, Giuseppe Carenini
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning. ACL/IJCNLP (2) (2021)
Linzi Xing, Wen Xiao, Giuseppe Carenini
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning. CoRR (2021)
Wen Xiao, Liantao Lan, Jiongsheng Guo, Ronghua Lin, Yu Lai, Yong Tang
A New Academic Conference Information Management System Based on Social Network. ChineseCSCW (2) (2021)
Wen Xiao, Ping Ji, Juan Hu
RnkHEU: A Hybrid Feature Selection Method for Predicting Students' Performance. Sci. Program. 2021 (2021)
Qingyong Hu, Bo Yang, Sheikh Khalid, Wen Xiao, Niki Trigoni, Andrew Markham
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges. CVPR (2021)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Predicting Discourse Trees from Transformer-based Neural Summarizers. CoRR (2021)
Patrick Huber, Wen Xiao, Giuseppe Carenini
W-RST: Towards a Weighted RST-style Discourse Framework. CoRR (2021)
Patrick Huber, Wen Xiao, Giuseppe Carenini
W-RST: Towards a Weighted RST-style Discourse Framework. ACL/IJCNLP (1) (2021)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Predicting Discourse Trees from Transformer-based Neural Summarizers. NAACL-HLT (2021)
Shuai Liu, Wen Xiao, Yao Zhang, Jing He, Jixin Wu
Fast Power Spectrum Estimation with Sparse Learning for Wideband Spectrum Sensing. ChinaCom (2020)
Wen Xiao, Giuseppe Carenini
Systematically Exploring Redundancy Reduction in Summarizing Long Documents. CoRR (2020)
Jiaxing Zhang, Wen Xiao, Benjamin Coifman, Jon P. Mills
Vehicle Tracking and Speed Estimation From Roadside Lidar. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Wen Xiao, Juan Hu
A Survey of Parallel Clustering Algorithms Based on Spark. Sci. Program. 2020 (2020)
Wen Xiao, Juan Hu
SWEclat: a frequent itemset mining algorithm over streaming data using Spark Streaming. J. Supercomput. 76 (10) (2020)
Yue-Dong Ku, Jian-Hong Yang, Huai-Ying Fang, Wen Xiao, Jiang-Teng Zhuang
Optimization of Grasping Efficiency of a Robot Used for Sorting Construction and Demolition Waste. Int. J. Autom. Comput. 17 (5) (2020)
Shuai Liu, Jing He, Yao Zhang, Wen Xiao, Jixin Wu
One-Bit Compressed Wideband Spectrum Sensing with Adaptive Sparsity. ICCT (2020)
Jintao Wang, Ping Ji, Wen Xiao, Tianwei Ni, Wei Sun, Sheng Zeng
Lightweight Convolutional Neural Networks for Vehicle Target Recognition. ICITE (2020)
Wen Xiao, Patrick Huber, Giuseppe Carenini
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! CoRR (2020)
Wen Xiao, Giuseppe Carenini
Systematically Exploring Redundancy Reduction in Summarizing Long Documents. AACL/IJCNLP (2020)
Teng Li, Baogang Zhang, Wen Xiao, Xiao Cheng, Zhenhong Li, Jian Zhao
UAV-Based Photogrammetry and LiDAR for the Characterization of Ice Morphology Evolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Qingyong Hu, Bo Yang, Sheikh Khalid, Wen Xiao, Niki Trigoni, Andrew Markham
Towards Semantic Segmentation of Urban-Scale 3D Point Clouds: A Dataset, Benchmarks and Challenges. CoRR (2020)
Wen Xiao, Aleksandra Zaforemska, Magdalena Smigaj, Yunsheng Wang, Rachel Gaulton
Mean Shift Segmentation Assessment for Individual Forest Tree Delineation from Airborne Lidar Data. Remote. Sens. 11 (11) (2019)
Wen Xiao, Giuseppe Carenini
Extractive Summarization of Long Documents by Combining Global and Local Context. EMNLP/IJCNLP (1) (2019)
Ruizhuo Zhang, Bisheng Yang, Wen Xiao, Fuxun Liang, Yang Liu, Ziming Wang
Automatic Extraction of High-Voltage Power Transmission Objects from UAV Lidar Point Clouds. Remote. Sens. 11 (22) (2019)
Wen Xiao, Giuseppe Carenini
Extractive Summarization of Long Documents by Combining Global and Local Context. CoRR (2019)
Yang Cui, Qingquan Li, Bisheng Yang, Wen Xiao, Chi Chen, Zhen Dong
Automatic 3-D Reconstruction of Indoor Environment With Mobile Laser Scanning Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (8) (2019)
Guiming Zhang, A-Xing Zhu, Zhi-Pang Huang, Guopeng Ren, Cheng-Zhi Qin, Wen Xiao
Validity of historical volunteered geographic information: Evaluating citizen data for mapping historical geographic phenomena. Trans. GIS 22 (1) (2018)
Hari K. Dhonju, Wen Xiao, Jon P. Mills, Vasilis Sarhosis
Share Our Cultural Heritage (SOCH): Worldwide 3D Heritage Reconstruction and Visualization via Web and Mobile GIS. ISPRS Int. J. Geo Inf. 7 (9) (2018)
Davide Fornacca, Guopeng Ren, Wen Xiao
Evaluating the Best Spectral Indices for the Detection of Burn Scars at Several Post-Fire Dates in a Mountainous Region of Northwest Yunnan, China. Remote. Sens. 10 (8) (2018)
Guiming Zhang, A-Xing Zhu, Zhi-Pang Huang, Wen Xiao
A heuristic-based approach to mitigating positional errors in patrol data for species distribution modeling. Trans. GIS 22 (1) (2018)
Zhong Zhang, Donghong Li, Wen Xiao, Shuang Liu
Evaluation on the Cross-Domain Cloud Databases. CSPS (2017)
Davide Fornacca, Guopeng Ren, Wen Xiao
Performance of Three MODIS Fire Products (MCD45A1, MCD64A1, MCD14ML), and ESA Fire_CCI in a Mountainous Area of Northwest Yunnan, China, Characterized by Frequent Small Fires. Remote. Sens. 9 (11) (2017)
Sajad Shirali-Shahreza, Pieter Luitjens, Natalie Morcos, Wen Xiao, Zhenghong Qian, Gerald Penn
Crowdsourcing the Pronunciation of Out-of-Vocabulary Words. AAAI Workshops (2017)
Zheng Wang, Jon P. Mills, Wen Xiao, Rongyong Huang, Shunyi Zheng, Zhenhong Li
A Flexible, Generic Photogrammetric Approach to Zoom Lens Calibration. Remote. Sens. 9 (3) (2017)
Wen Xiao, Sudan Xu, Sander Oude Elberink, George Vosselman
Individual Tree Crown Modeling and Change Detection From Airborne Lidar Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (8) (2016)
A-Xing Zhu, Guiming Zhang, Wei Wang, Wen Xiao, Zhi-Pang Huang, Ge-Sang Dunzhu, Guopeng Ren, Cheng-Zhi Qin, Lin Yang, Tao Pei, Shengtian Yang
A citizen data-based approach to predictive mapping of spatial variation of natural phenomena. Int. J. Geogr. Inf. Sci. 29 (10) (2015)
Guoping Hu, Guanglin Kuang, Wen Xiao, Weihua Li, Guixia Liu, Yun Tang
Performance Evaluation of 2D Fingerprint and 3D Shape Similarity Methods in Virtual Screening. J. Chem. Inf. Model. 52 (5) (2012)
Feixiong Cheng, Yue Yu, Yadi Zhou, Zhonghua Shen, Wen Xiao, Guixia Liu, Weihua Li, Philip W. Lee, Yun Tang
Insights into Molecular Basis of Cytochrome P450 Inhibitory Promiscuity of Compounds. J. Chem. Inf. Model. 51 (10) (2011)
Samir Chatterjee, Wen Xiao
Selective discarding with FEC for ATM-based internetwork. LCN (1997)
Samir Chatterjee, Wen Xiao
Increasing throughput in ATM/B-ISDN using simple buffer management and selective discarding. Comput. Commun. Rev. 27 (5) (1997)