New Publications (since joining Penn State)

Recent (2000-2019) Publications, Awards, Talks, Etc.
(Always in need of an update it seems. For latest bibliography list, most are at DBLP and CiteSeerX.)

For a list of earlier publications, please go here.

2020

Kaixuan Zhang, QinglongWang, Xue Liu, C. Lee Giles, "Shapley Homology: Topological Analysis of Sample Influence for Neural Networks," Neural Computation (accepted).

Alexander Ororbia, Ankur Mali, C. Lee Giles, and Daniel Kifer, "Continual learning of recurrent neural networks by locally aligning distributed representations," IEEE Transactions on Neural Networks and Learning Systems, 2020.

Ankur Mali, Alexander Ororbia, C. Lee Giles, "Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication," Data Compression Conference (DCC 2020), 2020.

2019

Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles, "Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework," IEEE Access 7: 110050-110073, 2019.

Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles, "Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching," The Thirty-First Innovative Applications of Artificial Intelligence Conference, AAAI 2019, 395-402, 2019.

Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, "Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets," The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI (AAAI 2019), 9601-9606, 2019.

Jian Wu, Kunho Kim, C. Lee Giles, "CiteSeerX: 20 years of service to scholarly big data," Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019, 1:1-1:4, 2019.

Bart Pursel, Crystal M. Ramsay, Nesirag Dave, Chen Liang, C. Lee Giles, "BBookX: Creating Semi-Automated Textbooks to Support Student Learning and Decrease Student Costs," Proceedings of the First Workshop on Intelligent Textbooks co-located with 20th International Conference on Artificial Intelligence in Education (AIED 2019), iTextbooks@AIED: 81-86, 2019.

Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles, "Verification of Recurrent Neural Networks Through Rule Extraction," AAAI Spring Symposium Series Verification of Neural Networks, 2019.

Kunho Kim, Shaurya Rohatgi, C. Lee Giles, "Hybrid Deep Pairwise Classification for Author Name Disambiguation," Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, 2369-2372, 2019.

Anand Gopalakrishnan, Ankur Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia II, "A Neural Temporal Model for Human Motion Prediction," IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, 12116-12125, 2019.

Alexander G. Ororbia II, Ankur Mali, Jian Wu, Scott O'Connell, William Dreese, David J. Miller, C. Lee Giles, "Learned Neural Iterative Decoding for Lossy Image Compression Systems," Data Compression Conference, DCC 2019, 3-12, 2019.

Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles, "Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations," Proceedings of the 12th International Conference on Educational Data Mining, EDM 2019, 2019.

Behrooz Mansouri, Shaurya Rohatgi, Douglas W. Oard, Jian Wu, C. Lee Giles, Richard Zanibbi, "Tangent-CFT: An Embedding Model for Mathematical Formulas," Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, 11-18, 2019.

Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles, "Automatic Slide Generation for Scientific Papers," Proceedings of the Third International Workshop on Capturing Scientific Knowledge co-located with the 10th International Conference on Knowledge Capture (K-CAP 2019),SciKnow@K-CAP 2019, 11-16, 2019.

Dafang He, Xiao Yang, Dan Kifer, C. Lee Giles, "TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade," IEEE Winter Conference on Applications of Computer Vision, WACV 2019, 676-685, 2019.

Rabah Alzaidy, Cornelia Caragea, C. Lee Giles, "Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents," The World Wide Web Conference, WWW 2019, 2551-2557, 2019.

Byron Reeves, Nilam Ram, Thomas N. Robinson, James J. Cummings, C. Lee Giles, Jennifer Pan, Agnese Chiatti, Mj Cho, Katie Roehrick, Xiao Yang, Anupriya Gagneja, Miriam Brinberg, Daniel Muise, Yingdan Lu, Mufan Luo, Andrew Fitzgerald & Leo Yeykelis, "Screenomics: A framework to capture and analyze personal life experiences and the ways that technology shapes them," Human–Computer Interaction, 1-52, 2019.

Alexander Ororbia, Ankur Mali, Daniel Kifer, C. Lee Giles, "Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively," CoRR abs/1905.10696, 2019.

Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, "Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets," CoRR abs/1906.08470, 2019.

Ankur Mali, Alexander Ororbia, C. Lee Giles, "The Neural State Pushdown Automata," CoRR abs/1909.05233, 2019.

Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles, "Shapley Homology: Topological Analysis of Sample Influence for Neural Networks," CoRR abs/1910.06509, 2019.

Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles, "Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata." CoRR abs/1911.04644 (2019).

Ankur Mali, Alexander G. Ororbia II, Clyde Lee Giles, "Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication," CoRR abs/1911.08478 (2019)

Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles, "Automatic Generation of Headlines for Online Math Questions," CoRR abs/1912.00839 (2019)

Shaurya Rohatgi, Wei Zhong, Richard Zanibbi, Jian Wu, C. Lee Giles, "Query Auto Completion for Math Formula Search," CoRR abs/1912.04115 (2019)

2018

Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles, "An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks," Neural Computation, 30(9), 2018.

Liu, Lu, Yang Wang, Roberta Sinatra, C. Lee Giles, Chaoming Song, Dashun Wang, "Hot streaks in artistic, cultural, and scientific careers," Nature, 559(7714), 396, 2018.

Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles, "Investigating Active Learning for Concept Prerequisite Learning," Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), In the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI), 2018.

Chen Liang, Xiao Yang, Neisarg Dave, Drew Wham, Bart Pursel, C. Lee Giles, "Distractor Generation for Multiple Choice Questions Using Learning to Rank," Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT," 2018.

Kunho Kim, Athar Sefid, Bruce A. Weinberg, C. Lee Giles, "A Web Service for Author Name Disambiguation in Scholarly Databases," 2018 IEEE International Conference on Web Services (ICWS 2018), 265-273, 2018.

Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles, "Text extraction and retrieval from smartphone screenshots: building a repository for life in media," Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC 2018), 948-955, 2018.

Rabah A. Al-Zaidy, C. Lee Giles, "Extracting Semantic Relations for Scholarly Knowledge Base Construction," 12th IEEE International Conference on Semantic Computing (ICSC 2018), 56-63, 2018.

Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles: Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. CoRR abs/1801.01316 (2018)

Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles: A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. CoRR abs/1801.05420 (2018)

Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles: Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. CoRR abs/1801.06481 (2018)

Alexander G. Ororbia II, Ankur Mali, Daniel Kifer, C. Lee Giles: Conducting Credit Assignment by Aligning Local Representations. CoRR abs/1803.01834 (2018)

Alexander G. Ororbia II, Ankur Mali, Jian Wu, Scott O'Connell, David J. Miller, C. Lee Giles: Learned Iterative Decoding for Lossy Image Compression Systems. CoRR abs/1803.05863 (2018)

Dafang He, Yeqing Li, Alexander N. Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles: Guided Attention for Large Scale Scene Text Verification. CoRR abs/1804.08588 (2018)

2017

2016

2015

  • Alexander G. Ororbia II, C. Lee Giles, and David Reitter, Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders. arXiv:1511.06964 [cs], 2015.
  • Alexander G. Ororbia II, C. Lee Giles, and David Reitter. "Learning a deep hybrid model for semi-supervised text classification," Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP), Lisbon, Portugal, 2015.
  • Alexander G. Ororbia II, David Reitter, Jian Wu, and C. Lee Giles. "Online learning of deep hybrid architectures for semi-supervised categorization," Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). Porto, Portugal, 2015.
  • Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mitra, C. Lee Giles, "A Neural Probabilistic Model for Context Based Citation Recommendation," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence AAAI 2015,  2404-2410, 2015.
  • Hung-Hsuan Chen, C. Lee Giles, "ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank,"  ACM Transactions on Knowledge Discovery from Data (TKDD), 10(2): 15.1-26, (2015).
  • Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, "Improving Researcher Homepage Classification with Unlabeled Data," ACM Transactions on the Web (TWEB), 9(4): 17.1-32, (2015).
  • Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles, "CiteSeerX: AI in a Digital Library Search Engine," AI Magazine, 36(3): 35-48 (2015).
  • Madian Khabsa, C. Lee Giles, "Chemical entity extraction using CRF and an ensemble of extractors," J. Cheminformatics, 7(S-1): S12 (2015).
  • Martin Krallinger, Obdulia Rabal, Florian Leitner, Miguel Vazquez, David Salgado, Zhiyong Lu, Robert Leaman, Yanan Lu, Donghong Ji, Daniel M. Lowe, Roger A. Sayle, Riza Theresa Batista-Navarro, Rafal Rak, Torsten Huber, Tim Rocktäschel, Sérgio Matos, David Campos, Buzhou Tang, Hua Xu, Tsendsuren Munkhdalai, Keun Ho Ryu, S. V. Ramanan, P. Senthil Nathan, Slavko Zitnik, Marko Bajec, Lutz Weber, Matthias Irmer, Saber A. Akhondi, Jan A. Kors, Shuo Xu, Xin An, Utpal Kumar Sikdar, Asif Ekbal, Masaharu Yoshioka, Thaer M. Dieb, Miji Choi, Karin Verspoor, Madian Khabsa, C. Lee Giles, Hongfang Liu, Ravikumar Komandur Elayavilli, Andre Lamurias, Francisco M. Couto, Hong-Jie Dai, Richard Tzong-Han Tsai, Caglar Ata, Tolga Can, Anabel Usie, Rui Alves, Isabel Segura-Bedmar, Paloma Martínez, Julen Oyarzabal, Alfonso Valencia, "The CHEMDNER corpus of chemicals and drugs and its annotation principles," J. Cheminformatics, 7(S-1): S2 (2015).
  • Suppawong Tuarob, Line C. Pouchard, Prasenjit Mitra, C. Lee Giles, "A generalized topic modeling approach for automatic document annotation," Int. J. on Digital Libraries, 16(2): 111-128 (2015).
  • Zhaohui Wu, C. Lee Giles, "Sense-aware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), 2188-2194, 2015.
  • Wenyi Huang, Zhaohui Wu, Liang Chen, Prasenjit Mitra, C. Lee Giles, "A Neural Probabilistic Model for Context Based Citation Recommendation," Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), 2404-2410, 2015.
  • Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, Cornelia Caragea, C. Lee Giles, "PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search," Proceedings of the 8th International Conference on Knowledge Capture (K-CAP 2015), 13:1-13:8, 2015.
  • Rabah A. Al-Zaidy, C. Lee Giles, "Automatic Extraction of Data from Bar Charts," Proceedings of the 8th International Conference on Knowledge Capture (K-CAP 2015), 30:1-30:4, 2015.
  • Zhaohui Wu, Liang Chen, C. Lee Giles: "Storybase: Towards Building a Knowledge Base for News Events," Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL 2015), (System Demonstrations) 133-138, 2015.
  • Sagnik Ray Choudhury, Prasenjit Mitra, Clyde Lee Giles, "Automatic Extraction of Figures from Scholarly Documents," 2015 ACM Symposium on Document Engineering (DocEng 2015), 47-50, 2015.
  • Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles, "BBookX: An Automatic Book Creation Framework," 2015 ACM Symposium on Document Engineering (DocEng 2015), 121-124, 2015.
  • Shuting Wang, Chen Liang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles: "Concept Hierarchy Extraction from Textbooks," 2015 ACM Symposium on Document Engineering (DocEng 2015), 147-156, 2015.
  • Alexander G. Ororbia II, C. Lee Giles, David Reitter, "Learning a Deep Hybrid Model for Semi-Supervised Text Classification," 2015 Conference on Empirical Methods in Natural Language Processing(EMNLP 2015), 471-481, 2015.
  • Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles, "Measuring Prerequisite Relations Among Concepts," 2015 Conference on Empirical Methods in Natural Language Processing(EMNLP 2015), 1668-1674, 2015.
  • Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles, "Online Person Name Disambiguation with Constraints," 15th ACM/IEEE-CE on Joint Conference on Digital Libraries (JCDL 2015), 37-46, 2105.
  • Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles, "Automatically Generating a Concept Hierarchy with Graphs,"15th ACM/IEEE-CE on Joint Conference on Digital Libraries (JCDL 2015), 265-266, 2015.
  • Alexander G. Ororbia II, David Reitter, Jian Wu, C. Lee Giles, "Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization," Machine Learning and Knowledge Discovery in Databases - European Conference (ECML PKDD 2015), 516-532, 2015.
  • Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles, "Updating Graph Indices with a One-Pass Algorithm," 2015 ACM SIGMOD International Conference on Management of Data, 1903-1916, 2015.
  • Kyle Williams, C. Lee Giles, "On the Use of Similarity Search to Detect Fake Scientific Papers," Similarity Search and Applications - 8th International Conference (SISAP 2015), 332-338, 2015.
  • Alexander G. Ororbia II, Jian Wu, Madian Khabsa, Kyle Williams, Clyde Lee Giles, "Big Scholarly Data in CiteSeerX: Information Extraction from the Web," 24th International Conference on World Wide Web Companion (WWW 2015) (Companion Volume), 597-602, 2015.
  • Sagnik Ray Choudhury, Clyde Lee Giles, "An Architecture for Information Extraction from Figures in Digital Libraries," 24th International Conference on World Wide Web Companion (WWW 2015) (Companion Volume), 667-672, 2015.

2014

  • Jian Wu, Kyle Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander Ororbia, Douglas Jordan, C. Lee Giles, "CiteSeerX: AI in a Digital Library Search Engine," Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, Innovative Applications of Artificial Intelligence, 2930-2937, 2014.
  • Kyle Williams, Hung-Hsuan Chen, C. Lee Giles, "Supervised Ranking for Plagiarism Source Retrieval," Working Notes for CLEF 2014 Conference, 1021-1026, 2014.
  • Kyle Williams, Hung-Hsuan Chen, C. Lee Giles, "Classifying and ranking search engine results as potential sources of plagiarism," ACM Symposium on Document Engineering (DocEng), 97-106, 2014.
  • Kyle Williams, Jian Wu, C. Lee Giles, "SimSeerX: a similar document search engine," ACM Symposium on Document Engineering (DocEng), 143-146, 2014.
  • Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles, "Large scale author name disambiguation in digital libraries," IEEE International Conference on Big Data, 41-42, 2014.
  • Cornelia Caragea, Jian Wu, Alina Maria Ciobanu, Kyle Williams, Juan Pablo Fernández Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles," CiteSeer x : A Scholarly Big Dataset," Advances in Information Retrieval - 36th European Conference on IR Research (ECIR), 311-322, 2014.
  • Jian Wu, Alexander Ororbia, Kyle Williams, Madian Khabsa, Zhaohui Wu, C. Lee Giles, "Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX," 9th USENIX International Workshop on Feedback Computing, 2014.
  • Jian Wu, Pradeep B. Teregowda, Kyle Williams, Madian Khabsa, Douglas Jordan, Eric Treece, Zhaohui Wu, C. Lee Giles, "Migrating a Digital Library to a Private Cloud," 2014 IEEE International Conference on Cloud Engineering (IC2E) 97-106, 2014.
  • Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles, "Scholarly big data information extraction and integration in the CiteSeerχ digital library," Proceedings of the 30th International Conference on Data Engineering (ICDE) Workshops: IIWeb 2014 — 10th International Workshop on Information Integration on the Web, 68-73, 2014.
  • Kyle Williams, Lichi Li, Madian Khabsa, Jian Wu, Patrick C. Shih, C. Lee Giles, "A Web Service for Scholarly Big Data Information Extraction," 2014 IEEE International Conference on Web Services  (ICWS 2014), 105-112, 2014.
  • Zhaohui Wu, Jian Wu, Madian Khabsa, Kyle Williams, Hung-Hsuan Chen, Wenyi Huang, Suppawong Tuarob, Sagnik Ray Choudhury, Alexander Ororbia, Prasenjit Mitra, C. Lee Giles, "Towards building a scholarly big data platform: Challenges, lessons and opportunities," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 117-126, 2014.
  • Zhaohui Wu, Wenyi Huang, Liang Chen, C. Lee Giles, "Crowd-sourcing Web knowledge for metadata extraction," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 141-144, 2014
  • Hung-Hsuan Chen, Madian Khabsa, C. Lee Giles, "The feasibility of investing in manual correction of metadata for a large-scale digital library," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 225-228, 2014.
  • Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, C. Lee Giles, "RefSeer: A citation recommendation system," IEEE/ACM Joint Conference on Digital Libraries (JCDL 2014), 371-374, 2014.
  • Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles: Scholarly big data information extraction and integration in the CiteSeerχ digital library. ICDE Workshops 2014: 68-73, 2014.
  • Sujatha Das Gollapalli, Yanjun Qi, Prasenjit Mitra, C. Lee Giles, "Extracting Researcher Metadata with Labeled Features," Proceedings of the 2014 SIAM International Conference on Data Mining (SDM 2014), 740-748, 2014.
  • Zhaohui Wu, Dayu Yuan, Pucktada Treeratpituk, C. Lee Giles: Science and Ethnicity: How Ethnicities Shape the Evolution of Computer Science Research Community. CoRR abs/1411.1129, 2014.

2013

2012

2011

2010

2009

2008

  • Isaac G. Councill, C. Lee Giles, Min-Yen Kan, "ParsCit: an Open-source CRF Reference String Parsing Package," Proceedings of the International Conference on Language Resources and Evaluation (LREC 2008), 2008.
  • William Browuer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles, "Segregating and extracting overlapping data points in two-dimensional plots, "ACM/IEEE Joint Conference on Digital Libraries (JCDL 2008), 276-279, 2008.
  • Umer Farooq, Craig H. Ganoe, John M. Carroll, Isaac G. Councill, C. Lee Giles, "Design and evaluation of awareness mechanisms in CiteSeer," Information Processing and Management, 44(2): 596-612, 2008.
  • Jian Huang, Omid Madani, C. Lee Giles, "Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 83-92, 2008.
  • Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles, "Collaboration over time: characterizing and modeling network evolution,"  International Conference on Web Search and Web Data Mining (WSDM2008), 107-116, 2008.
  • Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles, "Hierarchical Location and Topic Based Query Expansion,"  Twenty-Third AAAI Conference on Artificial Intelligence, (AAAI 2008), 1150-1155, 2008.
  • Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles, "Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents,"  Twenty-Third AAAI Conference on Artificial Intelligence (AAAI 2008), 1169-1174, 2008.
  • Huajing Li, Wang-Chien Lee, C. Lee Giles, "Workload analysis for scientific literature digital libraries," International Journal on Digital Libraries, 9(2): 139-149, 2008.
  • Huajing Li, Zaiqing Nie, Wang-Chien Lee, C. Lee Giles, Ji-Rong Wen, "Scalable community discovery on textual data with relations," 17th ACM Conference on Information and Knowledge Management (CIKM 2008), 1203-1212, 2008.
  • Ying Liu, Lucian V. Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles, "Finding a Haystack in Haystacks - Simultaneous Identification of Concepts in Large Bio-Medical Corpora,"  SIAM International Conference on Data Mining (SDM 2008), 668-679, 2008.
  • Ying Liu, Lucian V. Lita, Radu Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles, "Real-time data pre-processing technique for efficient feature extraction in large scale datasets,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 981-990, 2008.
  • Ying Liu, Prasenjit Mitra, C. Lee Giles, "Identifying table boundaries in digital documents via sparse line detection,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 1311-1320, 2008.
  • Xiaonan Lu, Brewster Kahle, James Ze Wang, C. Lee Giles, "A metadata generation system for scanned scientific volumes," ACM/IEEE Joint Conference on Digital Libraries (JCDL 2008), 167-176, 2008.
  • Yang Song, C. Lee Giles, "Efficient user preference predictions using collaborative filtering," 19th International Conference on Pattern Recognition (ICPR 2008)," 1-4, 2008.
  • Yang Song, Lu Zhang, C. Lee Giles, "A sparse gaussian processes classification framework for fast tag suggestions,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 93-102, 2008.
  • Yang Song, Lu Zhang, C. Lee Giles, "A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection," 8th IEEE International Conference on Data Mining (ICDM 2008), 1031-1036, 2008.
  • Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles, "Real-time automatic tag recommendation,"  31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2008), 515-522, 2008.
  • Bingjun Sun, Prasenjit Mitra, C. Lee Giles, "Mining, indexing, and searching for textual chemical molecule information on the web,"  17th International Conference on World Wide Web (WWW 2008), 735-744, 2008.
  • Yang Sun, Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles, "Measuring user preference changes in digital libraries,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 1497-1498, 2008.
  • Yang Sun, Huajing Li, Isaac G. Councill, Jian Huang, Wang-Chien Lee, C. Lee Giles, "Personalized ranking for digital libraries based on log analysis, "10th ACM International Workshop on Web Information and Data Management (WIDM2008), 133-140, 2008.
  • Yang Sun, Isaac G. Councill, C. Lee Giles, "BotSeer: An Automated Information System for Analyzing Web Robots,"  Eighth International Conference on Web Engineering (ICWE 2008), 108-114, 2008.
  • Qingzhao Tan, Prasenjit Mitra, C. Lee Giles, "Metadata extraction and indexing for map search in web documents,"  17th ACM Conference on Information and Knowledge Management (CIKM 2008), 1367-1368, 2008.
  • Xiaolong Zhang, Yan Qu, C. Lee Giles, Piyou Song, "CiteSense: supporting sensemaking of research literature,"  twenty-sixth annual SIGCHI conference on Human factors in computing systems (CHI 2008), 677-680, 2008.
  • Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles, "Learning multiple graphs for document recommendations,"  17th International Conference on World Wide Web (WWW 2008), 141-150, 2008.
  • Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles, "Exploring social annotations for information retrieval,"  17th International Conference on World Wide Web (WWW 2008), 715-724, 2008.
  • Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles, "Learning multiple graphs for document recommendations,"  17th International Conference on World Wide Web (WWW 2008), 141-150, 2008.
  • Ziming Zhuang, Cliff Brunk, Prasenjit Mitra, C. Lee Giles, "Towards Click-Based Models of Geographic Interests in Web Search,"  IEEE/WIC/ACM International Conference on Web Intelligence (WI 2008), 293-299, 2008.
  • Ziming Zhuang, Cliff Brunk, C. Lee Giles, "Modeling and visualizing geo-sensitive queries based on user clicks,"  First International Workshop on Location and the Web (LocWeb 2008), 73-76, 2008.

2007

2006

2005

2004:

2003

2002

2001

2000


 2000 Reprinted Paper: