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ORCIDDell Zhang
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- affiliation: Thomson Reuters Labs, UK
- affiliation: Birkbeck, University of London, UK
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2020 – today
- 2024
[j16]Shiping Wang
, Sujia Huang, Zhihao Wu, Rui Liu, Yong Chen, Dell Zhang:
Heterogeneous graph convolutional network for multi-view semi-supervised classification. Neural Networks 178: 106438 (2024)- [c64]Yihan Mei, Xinyu Wang, Dell Zhang, Xiaoling Wang:
Multi-label Out-of-Distribution Detection with Spectral Normalized Joint Energy. APWeb/WAIM (5) 2024: 31-45 - [c63]Yuxiang Zhou, Zhe Sun, Rui Liu, Yong Chen, Dell Zhang:
AVHash: Joint Audio-Visual Hashing for Video Retrieval. ACM Multimedia 2024: 2370-2378 - [i24]Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel:
BayesJudge: Bayesian Kernel Language Modelling with Confidence Uncertainty in Legal Judgment Prediction. CoRR abs/2404.10481 (2024) - [i23]Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Hakim Hacid, Dell Zhang, Shoaib Jameel:
Would You Trust an AI Doctor? Building Reliable Medical Predictions with Kernel Dropout Uncertainty. CoRR abs/2404.10483 (2024) - [i22]Yihan Mei, Xinyu Wang, Dell Zhang, Xiaoling Wang:
Multi-Label Out-of-Distribution Detection with Spectral Normalized Joint Energy. CoRR abs/2405.04759 (2024) - 2023
- [c62]Dell Zhang, Alina Petrova, Dietrich Trautmann, Frank Schilder:
Unleashing the Power of Large Language Models for Legal Applications. CIKM 2023: 5257-5258 - [c61]Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour:
The 3rd International Workshop on Mining and Learning in the Legal Domain. CIKM 2023: 5277-5280 - [c60]Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova:
Uncertainty Quantification for Text Classification. ECIR (3) 2023: 362-369 - [c59]Yong Chen, Hui Zhang, Zhibao Tian, Jun Wang, Dell Zhang, Xuelong Li:
Enhanced Discrete Multi-modal Hashing: More Constraints yet Less Time to Learn (Extended Abstract). ICDE 2023: 3857-3858 - [c58]Dell Zhang, Bilyana Taneva-Popova:
A Theoretical Analysis of Out-of-Distribution Detection in Multi-Label Classification. ICTIR 2023: 275-282 - [c57]Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier:
Making a Computational Attorney. SDM 2023: 965-968 - [c56]Pavlos Fragkogiannis, Martina Forster, Grace E. Lee, Dell Zhang:
Context-Aware Classification of Legal Document Pages. SIGIR 2023: 3285-3289 - [c55]Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He:
Uncertainty Quantification for Text Classification. SIGIR 2023: 3426-3429 - [i21]Dell Zhang, Frank Schilder, Jack G. Conrad, Masoud Makrehchi, David von Rickenbach, Isabelle Moulinier:
Making a Computational Attorney. CoRR abs/2303.05383 (2023) - [i20]Pavlos Fragkogiannis, Martina Forster, Grace E. Lee, Dell Zhang:
Context-Aware Classification of Legal Document Pages. CoRR abs/2304.02787 (2023) - [i19]Rui Liu, Bin Yin, Ziyi Cao, Qianchen Xia, Yong Chen, Dell Zhang:
PerCoNet: News Recommendation with Explicit Persona and Contrastive Learning. CoRR abs/2304.07923 (2023) - [i18]Masoud Makrehchi, Dell Zhang, Alina Petrova, John Armour:
Proceedings of the 3rd International Workshop on Mining and Learning in the Legal Domain (MLLD-23). CoRR abs/2311.10733 (2023) - 2022
- [j15]Yong Chen, Hui Zhang, Zhibao Tian, Jun Wang, Dell Zhang, Xuelong Li:
Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn. IEEE Trans. Knowl. Data Eng. 34(3): 1177-1190 (2022) - [c54]Jiahao Yuan, Wendi Ji, Dell Zhang, Jinwei Pan, Xiaoling Wang:
Micro-Behavior Encoding for Session-based Recommendation. ICDE 2022: 2886-2899 - [i17]Jiahao Yuan, Wendi Ji, Dell Zhang, Jinwei Pan, Xiaoling Wang:
Micro-Behavior Encoding for Session-based Recommendation. CoRR abs/2204.02002 (2022) - [i16]Wenyan Liu, Juncheng Wan, Xiaoling Wang, Weinan Zhang, Dell Zhang, Hang Li:
Forgetting Fast in Recommender Systems. CoRR abs/2208.06875 (2022) - [i15]Chaoqi Zhen, Yanlei Shang, Xiangyu Liu, Yifei Li, Yong Chen, Dell Zhang:
A Survey on Knowledge-Enhanced Pre-trained Language Models. CoRR abs/2212.13428 (2022) - [i14]Wang Qi, Rui Liu, Yuan Zuo, Yong Chen, Dell Zhang:
TegFormer: Topic-to-Essay Generation with Good Topic Coverage and High Text Coherence. CoRR abs/2212.13456 (2022) - 2021
- [c53]Yong Chen, Yuqing Hou, Shu Leng, Qing Zhang, Zhouchen Lin, Dell Zhang:
Long-Tail Hashing. SIGIR 2021: 1328-1338 - [c52]Alexander Kuhnle, Miguel Aroca-Ouellette, Anindya Basu, Murat Sensoy, John Reid, Dell Zhang:
Reinforcement Learning for Information Retrieval. SIGIR 2021: 2669-2672 - [i13]Dell Zhang, Jun Wang:
Recommendation Fairness: From Static to Dynamic. CoRR abs/2109.03150 (2021) - [i12]Julia Rozanova, Deborah Ferreira, Krishna Dubba, Weiwei Cheng, Dell Zhang, André Freitas:
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information? CoRR abs/2109.08634 (2021) - 2020
- [j14]Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia-Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [j13]Martyn Harris, Mark Levene, Dell Zhang, Dan Levene:
Comparing "parallel passages" in digital archives. J. Documentation 76(1): 271-289 (2020) - [j12]Zhibao Tian, Hui Zhang, Yong Chen, Dell Zhang:
Unsupervised hashing based on the recovery of subspace structures. Pattern Recognit. 103: 107261 (2020) - [j11]Yong Chen, Zhibao Tian, Hui Zhang, Jun Wang, Dell Zhang:
Strongly Constrained Discrete Hashing. IEEE Trans. Image Process. 29: 3596-3611 (2020) - [c51]Rui Liu, Huilin Peng, Yong Chen, Dell Zhang:
HyperNews: Simultaneous News Recommendation and Active-Time Prediction via a Double-Task Deep Neural Network. IJCAI 2020: 3487-3493 - [i11]Deborah Ferreira, Julia Rozanova, Krishna Dubba, Dell Zhang, André Freitas:
On the Evaluation of Intelligence Process Automation. CoRR abs/2001.02639 (2020) - [i10]Dell Zhang, André Freitas, Dacheng Tao, Dawn Song:
Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). CoRR abs/2001.05214 (2020) - [i9]Dell Zhang, Alexander Kuhnle, Julian Richardson, Murat Sensoy:
Process Discovery for Structured Program Synthesis. CoRR abs/2008.05804 (2020)
2010 – 2019
- 2019
- [c50]Ming Zhou, Yong Chen, Ying Wen, Yaodong Yang, Yufeng Su, Weinan Zhang, Dell Zhang, Jun Wang:
Factorized Q-learning for large-scale multi-agent systems. DAI 2019: 7:1-7:7 - [i8]Andrius Mudinas, Dell Zhang, Mark Levene:
Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward. CoRR abs/1903.05440 (2019) - [i7]Dan Andrei Calian, Peter Roelants, Jacques Calì, Ben Carr, Krishna Dubba, John E. Reid, Dell Zhang:
SCRAM: Spatially Coherent Randomized Attention Maps. CoRR abs/1905.10308 (2019) - 2018
- [j10]Suneel Kumar Kingrani, Mark Levene, Dell Zhang:
Estimating the number of clusters using diversity. Artif. Intell. Res. 7(1): 15- (2018) - [j9]Martyn Harris, Mark Levene, Dell Zhang, Dan Levene:
Finding Parallel Passages in Cultural Heritage Archives. ACM Journal on Computing and Cultural Heritage 11(3): 15:1-15:24 (2018) - [j8]Andrius Mudinas, Dell Zhang, Mark Levene:
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora. Trans. Assoc. Comput. Linguistics 6: 269-285 (2018) - [j7]Dell Zhang, Jiahao Yuan, Xiaoling Wang, Adam Foster:
Probabilistic Verb Selection for Data-to-Text Generation. Trans. Assoc. Comput. Linguistics 6: 511-527 (2018) - [c49]Suneel Kumar Kingrani, Mark Levene, Dell Zhang:
A Meta-Evaluation of Evaluation Methods for Diversified Search. ECIR 2018: 550-555 - [c48]Shihao Zou, Guanyu Tao, Jun Wang, Weinan Zhang, Dell Zhang:
On the Equilibrium of Query Reformulation and Document Retrieval. ICTIR 2018: 43-50 - [i6]Shihao Zou, Guanyu Tao, Jun Wang, Weinan Zhang, Dell Zhang:
On the Equilibrium of Query Reformulation and Document Retrieval. CoRR abs/1807.02299 (2018) - [i5]Yong Chen, Ming Zhou, Ying Wen, Yaodong Yang, Yufeng Su, Weinan Zhang, Dell Zhang, Jun Wang, Han Liu:
Factorized Q-Learning for Large-Scale Multi-Agent Systems. CoRR abs/1809.03738 (2018) - 2017
- [c47]Igor Volzhanin, Ulrike Hahn, Dell Zhang, Stephan Hartmann:
Rank Aggregation and Belief Revision Dynamics. CogSci 2017 - [c46]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR 2017: 515-524 - [i4]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. CoRR abs/1705.10513 (2017) - 2016
- [j6]Chaofeng Sha, Keqiang Wang, Dell Zhang, Xiaoling Wang, Aoying Zhou:
Optimizing top-k retrieval: submodularity analysis and search strategies. Frontiers Comput. Sci. 10(3): 477-487 (2016) - [c45]Wendi Ji, Xiaoling Wang, Dell Zhang:
A Probabilistic Multi-Touch Attribution Model for Online Advertising. CIKM 2016: 1373-1382 - [c44]Dell Zhang, Jun Wang, Emine Yilmaz, Xiaoling Wang, Yuxin Zhou:
Bayesian Performance Comparison of Text Classifiers. SIGIR 2016: 15-24 - [c43]Long Chen, Joemon M. Jose, Haitao Yu, Fajie Yuan, Dell Zhang:
A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering. WSDM 2016: 287-296 - [i3]Martyn Harris, Mark Levene, Dell Zhang, Dan Levene:
The Anatomy of a Search and Mining System for Digital Archives. CoRR abs/1603.07150 (2016) - 2015
- [c42]Dell Zhang, Jun Wang, Xiaoxue Zhao, Xiaoling Wang:
A Bayesian Hierarchical Model for Comparing Average F1 Scores. ICDM 2015: 589-598 - [c41]Dell Zhang, Jun Wang, Xiaoxue Zhao:
Estimating the Uncertainty of Average F1 Scores. ICTIR 2015: 317-320 - [c40]Suneel Kumar Kingrani, Mark Levene, Dell Zhang:
Diversity Analysis of Web Search Results. WebSci 2015: 43:1-43:2 - 2014
- [j5]Pablo Castells, Jun Wang, Rubén Lara, Dell Zhang:
Introduction to the Special Issue on Diversity and Discovery in Recommender Systems. ACM Trans. Intell. Syst. Technol. 5(4): 52:1-52:3 (2014) - [c39]Martyn Harris, Mark Levene, Dell Zhang, Dan Levene:
The anatomy of a search and mining system for digital humanities. JCDL 2014: 165-168 - [c38]Chaofeng Sha, Keqiang Wang, Dell Zhang, Xiaoling Wang, Aoying Zhou:
Optimizing Top-k Retrieval: Submodularity Analysis and Search Strategies. WAIM 2014: 18-29 - 2013
- [c37]Long Chen, Dell Zhang, Mark Levene:
Understanding and Exploiting User's Navigational Intent in Community Question Answering. AIRS 2013: 392-403 - [c36]Natraj Raman, Stephen J. Maybank, Dell Zhang:
Action classification using a discriminative non-parametric Hidden Markov Model. ICMV 2013: 906710 - [c35]Long Chen, Dell Zhang, Mark Levene:
Question retrieval with user intent. SIGIR 2013: 973-976 - 2012
- [c34]Dell Zhang, Karl Prior, Mark Levene, Robert Mao, Diederik van Liere:
Leave or Stay: The Departure Dynamics of Wikipedia Editors. ADMA 2012: 1-14 - [c33]Long Chen, Dell Zhang, Mark Levene:
Identifying Local Questions in Community Question Answering. AIRS 2012: 306-315 - [c32]Guido Zuccon, Leif Azzopardi, Dell Zhang, Jun Wang:
Top-k Retrieval Using Facility Location Analysis. ECIR 2012: 305-316 - [c31]Dell Zhang, Karl Prior, Mark Levene:
How long do Wikipedia editors keep active? WikiSym 2012: 4 - [c30]Long Chen, Dell Zhang, Mark Levene:
Understanding user intent in community question answering. WWW (Companion Volume) 2012: 823-828 - 2011
- [c29]Dell Zhang, Robert Mao, Haitao Li, Joanne Mao:
How to Count Thumb-Ups and Thumb-Downs: User-Rating Based Ranking of Items from an Axiomatic Perspective. ICTIR 2011: 238-249 - [c28]Pablo Castells, Jun Wang, Rubén Lara, Dell Zhang:
Workshop on novelty and diversity in recommender systems - DiveRS 2011. RecSys 2011: 393-394 - [c27]Dell Zhang, Robert Mao, Haitao Li, Joanne Mao:
How to count thumb-ups and thumb-downs?: an information retrieval approach to user-rating based ranking of items. SIGIR 2011: 1223-1224 - [e2]Pablo Castells, Jun Wang, Rubén Lara, Dell Zhang:
Proceedings of the Workshop on Novelty and Diversity in Recommender Systems, DiveRS 2011, at the 5th ACM International Conference on Recommender Systems, RecSys 2011, Chicago, Illinois, USA, 23 October 2011. CEUR Workshop Proceedings 816, CEUR-WS.org 2011 [contents] - [i2]Dell Zhang:
Wikipedia Edit Number Prediction based on Temporal Dynamics Only. CoRR abs/1110.5051 (2011) - 2010
- [c26]Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu:
Laplacian Co-hashing of Terms and Documents. ECIR 2010: 577-580 - [c25]Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu:
Self-taught hashing for fast similarity search. SIGIR 2010: 18-25 - [i1]Dell Zhang, Jun Wang, Deng Cai, Jinsong Lu:
Self-Taught Hashing for Fast Similarity Search. CoRR abs/1004.5370 (2010)
2000 – 2009
- 2009
- [j4]Dell Zhang, Wee Sun Lee:
Query-By-Multiple-Examples using Support Vector Machines. J. Digit. Inf. Manag. 7(4): 202-210 (2009) - [c24]Jun Wang, Shi Zhou, Dell Zhang:
Bridging the gap: complex networks meet information and knowledge management. CIKM 2009: 2113-2114 - [c23]Dell Zhang, Jinsong Lu, Robert Mao, Jian-Yun Nie:
Time-Sensitive Language Modelling for Online Term Recurrence Prediction. ICTIR 2009: 128-138 - [c22]Dell Zhang, Jinsong Lu:
Batch-Mode Computational Advertising Based on Modern Portfolio Theory. ICTIR 2009: 380-383 - [c21]Dell Zhang, Jinsong Lu:
What queries are likely to recur in web search? SIGIR 2009: 827-828 - [c20]Dell Zhang, Robert Mao, Wei Li:
The recurrence dynamics of social tagging. WWW 2009: 1205-1206 - [e1]Jun Wang, Shi Zhou, Dell Zhang:
Proceeding of the ACM First International Workshop on Complex Networks Meet Information & Knowledge Management, CIKM-CNIKM 2009, Hong Kong, China, November 6, 2009. ACM 2009, ISBN 978-1-60558-807-0 [contents] - 2008
- [c19]Dell Zhang, Robert Mao:
Classifying networked entities with modularity kernels. CIKM 2008: 113-122 - [c18]Dell Zhang, Robert Mao:
Extracting community structure features for hypertext classification. ICDIM 2008: 436-441 - [c17]Dell Zhang, Zheng Zhu:
A fast approximate algorithm for large-scale Latent Semantic Indexing. ICDIM 2008: 626-631 - [c16]Dell Zhang, Wee Sun Lee:
Learning classifiers without negative examples: A reduction approach. ICDIM 2008: 638-643 - [c15]Dell Zhang, Wee Sun Lee:
Learning with support vector machines for query-by-multiple-examples. SIGIR 2008: 835-836 - 2006
- [c14]Dell Zhang, Wee Sun Lee:
Learning to Separate Text Content and Style for Classification. AIRS 2006: 79-91 - [c13]Dell Zhang, Wee Sun Lee:
Extracting key-substring-group features for text classification. KDD 2006: 474-483 - 2005
- [c12]Dell Zhang, Xi Chen, Wee Sun Lee:
Text classification with kernels on the multinomial manifold. SIGIR 2005: 266-273 - 2004
- [j3]Dell Zhang, Wee Sun Lee:
Learning to integrate web taxonomies. J. Web Semant. 2(2): 131-151 (2004) - [c11]Dell Zhang, Yisheng Dong:
Semantic, Hierarchical, Online Clustering of Web Search Results. APWeb 2004: 69-78 - [c10]Dell Zhang:
Web Based Question Answering with Aggregation Strategy. APWeb 2004: 353-362 - [c9]Dell Zhang, Xiaoling Wang, Yisheng Dong:
Web Taxonomy Integration Using Spectral Graph Transducer. ER 2004: 300-312 - [c8]Dell Zhang, Wee Sun Lee:
Web taxonomy integration through co-bootstrapping. SIGIR 2004: 410-417 - [c7]Dell Zhang, Wee Sun Lee:
Experience of Using SVM for the Triage Task in TREC 2004 Genomics Track. TREC 2004 - [c6]Dell Zhang, Wee Sun Lee:
Web taxonomy integration using support vector machines. WWW 2004: 472-481 - 2003
- [c5]Dell Zhang, Wee Sun Lee:
Question classification using support vector machines. SIGIR 2003: 26-32 - [c4]Dell Zhang, Wee Sun Lee:
A Language Modeling Approach to Passage Question Answering. TREC 2003: 489-495 - 2002
- [j2]Dell Zhang, Yisheng Dong:
A novel Web usage mining approach for search engines. Comput. Networks 39(3): 303-310 (2002) - [c3]Dell Zhang, Wee Sun Lee:
Web Based Pattern Mining and Matching Approach to Question Answering. TREC 2002 - 2000
- [j1]Dell Zhang, Yisheng Dong:
An efficient algorithm to rank Web resources. Comput. Networks 33(1-6): 449-455 (2000)
1990 – 1999
- 1999
- [c2]Dell Zhang, Yisheng Dong:
A Data Model and Algebra for the Web. DEXA Workshop 1999: 711-714 - [c1]Dell Zhang, Yisheng Dong:
An Object Oriented Data Model for Web and Its Algebra. TOOLS (31) 1999: 83-88
Coauthor Index
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