C. Lee Giles - RankMe

578 papers A* 86A 60B 47C 4Misc 11Journal 164Unranked 193

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Bridging Neural and Symbolic Computation: A Learnability Study of RNNs on Counter and Dyck Languages. NeSy Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
2025	J	`jnl`	Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SCICAP Challenge 2023. CoRR Ting-Yao Hsu, Yi-Li Hsu, Shaurya Rohatgi, Chieh-Yang Huang, Ho Yin Sam Ng, Ryan A. Rossi, Sungchul Kim, Tong Yu, Lun-Wei Ku, C. Lee Giles, Ting-Hao K. Huang
2025	J	`jnl`	Five Years of SciCap: What We Learned and Future Directions for Scientific Figure Captioning. CoRR Ting-Hao K. Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, Ting-Yao Hsu, Ho Yin Ng, C. Lee Giles
2025	J	`jnl`	Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style. CoRR Debdeep Sanyal, Agniva Maiti, Umakanta Maharana, Dhruv Kumar, Ankur Mali, C. Lee Giles, Murari Mandal
2025	A*	`conf`	Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles. EMNLP Debdeep Sanyal, Agniva Maiti, Umakanta Maharana, Dhruv Kumar, Ankur Mali, C. Lee Giles, Murari Mandal
2025	—	`conf`	LLM-ACTR: from Cognitive Models to LLMs in Manufacturing Solutions. AAAI Spring Symposia Siyu Wu, Alessandro Oltramari, Jonathan Francis, C. Lee Giles, Frank E. Ritter
2025	B	`conf`	SoAC and SoACer: A Sector-Based Corpus and LLM-Based Framework for Sectoral Website Classification. DocEng Shahriar Shayesteh, Mukund Srinath, Lee Matheson, Lu Xian, Sinjoy Saha, C. Lee Giles, Shomir Wilson
2024	J	`jnl`	A provably stable neural network Turing Machine with finite precision and time. Inf. Sci. John Stogin, Ankur Mali, C. Lee Giles
2024	—	`conf`	Automated Detection and Analysis of Data Practices Using A Real-World Corpus. ACL (Findings) Mukund Srinath, Pranav Narayanan Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson
2024	J	`jnl`	Automated Detection and Analysis of Data Practices Using A Real-World Corpus. CoRR Mukund Srinath, Pranav Venkit, Maria Badillo, Florian Schaub, C. Lee Giles, Shomir Wilson
2024	J	`jnl`	Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making. CoRR Siyu Wu, Alessandro Oltramari, Jonathan Francis, C. Lee Giles, Frank E. Ritter
2024	—	`conf`	Investigating Symbolic Capabilities of Large Language Models. LNSAI@IJCAI Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
2024	J	`jnl`	Investigating Symbolic Capabilities of Large Language Models. CoRR Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
2024	J	`jnl`	Precision, Stability, and Generalization: A Comprehensive Assessment of RNNs learnability capability for Classifying Counter and Dyck Languages. CoRR Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
2024	J	`jnl`	PseudoSeer: a Search Engine for Pseudocode. CoRR Levent Toksoz, Mukund Srinath, Gang Tan, C. Lee Giles
2024	J	`jnl`	Scaling Automatic Extraction of Pseudocode. CoRR Levent Toksoz, Gang Tan, C. Lee Giles
2024	—	`conf`	SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CHI Extended Abstracts Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao Kenneth Huang
2024	J	`jnl`	SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings. CoRR Ting-Yao Hsu, Chieh-Yang Huang, Shih-Hong Huang, Ryan A. Rossi, Sungchul Kim, Tong Yu, C. Lee Giles, Ting-Hao K. Huang
2024	J	`jnl`	Stability Analysis of Various Symbolic Rule Extraction Methods from Recurrent Neural Network. CoRR Neisarg Dave, Daniel Kifer, C. Lee Giles, Ankur Mali
2023	—	`conf`	A Prototype Hybrid Prediction Market for Estimating Replicability of Published Work. HHAI Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton, Michael McLaughlin, Vaibhav Singh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles, Sarah Rajtmajer
2023	J	`jnl`	A prototype hybrid prediction market for estimating replicability of published work. CoRR Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton, Michael McLaughlin, Vaibhav Singh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles, Sarah Rajtmajer
2023	—	`conf`	ACL-Fig: A Dataset for Scientific Figure Classification. SDU@AAAI Zeba Karishma, Shaurya Rohatgi, Kavya Shrinivas Puranik, Jian Wu, C. Lee Giles
2023	J	`jnl`	ACL-Fig: A Dataset for Scientific Figure Classification. CoRR Zeba Karishma, Shaurya Rohatgi, Kavya Shrinivas Puranik, Jian Wu, C. Lee Giles
2023	A	`conf`	Artificial Prediction Markets Present a Novel Opportunity for Human-AI Collaboration. AAMAS Tatiana Chakravorti, Vaibhav Singh, Sarah Rajtmajer, Michael McLaughlin, Robert Fraleigh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles
2023	A*	`conf`	Backpropagation-Free Deep Learning with Recursive Local Representation Alignment. AAAI Alexander G. Ororbia II, Ankur Mali, Daniel Kifer, C. Lee Giles
2023	—	`conf`	GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions. EMNLP (Findings) Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao Kenneth Huang
2023	J	`jnl`	GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions. CoRR Ting-Yao Hsu, Chieh-Yang Huang, Ryan A. Rossi, Sungchul Kim, C. Lee Giles, Ting-Hao K. Huang
2023	J	`jnl`	On the Computational Complexity and Formal Hierarchy of Second Order Recurrent Neural Networks. CoRR Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2023	J	`jnl`	On the Tensor Representation and Algebraic Homomorphism of the Neural State Turing Machine. CoRR Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2023	B	`conf`	Privacy Lost and Found: An Investigation at Scale of Web Privacy Policy Availability. DocEng Mukund Srinath, Soundarya Nurani Sundareswara, Pranav Venkit, C. Lee Giles, Shomir Wilson
2023	B	`conf`	Privacy Now or Never: Large-Scale Extraction and Analysis of Dates in Privacy Policy Text. DocEng Mukund Srinath, Lee Matheson, Pranav Narayanan Venkit, Gabriela Zanfir-Fortuna, Florian Schaub, C. Lee Giles, Shomir Wilson
2023	B	`conf`	Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization. INLG Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, C. Lee Giles, Ting-Hao (Kenneth) Huang
2022	—	`conf`	A Study of Computational Reproducibility using URLs Linking to Open Access Datasets and Software. WWW (Companion Volume) Lamia Salsabil, Jian Wu, Muntabir Hasan Choudhury, William A. Ingram, Edward A. Fox, Sarah Michele Rajtmajer, C. Lee Giles
2022	A*	`conf`	A Synthetic Prediction Market for Estimating Confidence in Published Work. AAAI Sarah Michele Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji, Anna Cinzia Squicciarini, Anthony Kwasnica, David M. Pennock, Michael McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Manoj Menon, Sai Ajay Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles
2022	J	`jnl`	A Synthetic Prediction Market for Estimating Confidence in Published Work. CoRR Sarah Michele Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji, Anna Cinzia Squicciarini, Anthony Kwasnica, David M. Pennock, Michael McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Manoj Menon, Sai Ajay Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles
2022	J	`jnl`	An Empirical Analysis of Recurrent Learning Algorithms In Neural Lossy Image Compression Systems. CoRR Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2022	J	`jnl`	Artificial prediction markets present a novel opportunity for human-AI collaboration. CoRR Tatiana Chakravorti, Vaibhav Singh, Sarah Rajmajer, Michael McLaughlin, Robert Fraleigh, Christopher Griffin, Anthony Kwasnica, David M. Pennock, C. Lee Giles
2022	—	`conf`	Design Considerations for a Sustainable Scholarly Big Data Service. FIRE Jian Wu, Shaurya Rohatgi, Manoj K. Angadi, Kavya S. Puranik, C. Lee Giles
2022	A*	`conf`	Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting. NeurIPS Alexander Ororbia, Ankur Mali, C. Lee Giles, Daniel Kifer
2022	B	`conf`	Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder. DCC Ankur Mali, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles
2022	J	`jnl`	Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder. CoRR Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2022	B	`conf`	Scholarly big data quality assessment: a case study of document linking and conflation with S2ORC. DocEng Jian Wu, Ryan Hiltabrand, Dominik Soós, C. Lee Giles
2022	B	`conf`	SciBERTSUM: Extractive Summarization for Scientific Documents. DAS Athar Sefid, C. Lee Giles
2022	J	`jnl`	SciBERTSUM: Extractive Summarization for Scientific Documents. CoRR Athar Sefid, C. Lee Giles
2021	B	`conf`	A large-scale exploration of terms of service documents on the web. DocEng Soundarya Nurani Sundareswara, Mukund Srinath, Shomir Wilson, C. Lee Giles
2021	B	`conf`	An Empirical Analysis of Recurrent Learning Algorithms in Neural Lossy Image Compression Systems. DCC Ankur Mali, Alexander G. Ororbia II, Dan Kifer, C. Lee Giles
2021	J	`jnl`	An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks. Entropy Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2021	A*	`conf`	Author Homepage Discovery in CiteSeerX. AAAI Krutarth Patel, Cornelia Caragea, Doina Caragea, C. Lee Giles
2021	—	`conf`	Building an Accessible, Usable, Scalable, and Sustainable Service for Scholarly Big Data. IEEE BigData Jian Wu, Shaurya Rohatgi, Sai Raghav Reddy Keesara, Jason Chhay, Kevin Kuo, Arjun Manoj Menon, Sean Parsons, Bhuvan Urgaonkar, C. Lee Giles
2021	Misc	`conf`	ChartReader: Automatic Parsing of Bar-Plots. IRI Chinmayee Rane, Seshasayee Mahadevan Subramanya, Devi Sandeep Endluri, Jian Wu, C. Lee Giles
2021	J	`jnl`	Design and Analysis of a Synthetic Prediction Market using Dynamic Convex Sets. CoRR Nishanth Nakshatri, Arjun Manoj Menon, C. Lee Giles, Sarah Michele Rajtmajer, Christopher Griffin
2021	—	`conf`	Document Domain Randomization for Deep Learning Document Layout Extraction. ICDAR (1) Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles
2021	J	`jnl`	Document Domain Randomization for Deep Learning Document Layout Extraction. CoRR Meng Ling, Jian Chen, Torsten Möller, Petra Isenberg, Tobias Isenberg, Michael Sedlmair, Robert S. Laramee, Han-Wei Shen, Jian Wu, C. Lee Giles
2021	—	`conf`	Extraction and Evaluation of Statistical Information from Social and Behavioral Science Papers. WWW (Companion Volume) Sree Sai Teja Lanka, Sarah Michele Rajtmajer, Jian Wu, C. Lee Giles
2021	J	`jnl`	Extractive Research Slide Generation Using Windowed Labeling Ranking. CoRR Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles
2021	J	`jnl`	Guest Editorial: Scholarly Big Data. IEEE Trans. Emerg. Top. Comput. Feng Xia, C. Lee Giles, Huan Liu, Kuansan Wang
2021	—	`conf`	Investigating Backpropagation Alternatives when Learning to Dynamically Count with Recurrent Neural Networks. ICGI Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2021	B	`conf`	Math Question Solving and MCQ Distractor Generation with attentional GRU Networks. EDM Neisarg Dave, Riley Owen Bakes, Bart Pursel, C. Lee Giles
2021	—	`conf`	OmniLayout: Room Layout Reconstruction From Indoor Spherical Panoramas. CVPR Workshops Shivansh Rao, Vikas Kumar, Daniel Kifer, C. Lee Giles, Ankur Mali
2021	J	`jnl`	OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas. CoRR Shivansh Rao, Vikas Kumar, Daniel Kifer, C. Lee Giles, Ankur Mali
2021	J	`jnl`	Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models. CoRR Jian Wu, Rajal Nivargi, Sree Sai Teja Lanka, Arjun Manoj Menon, Sai Ajay Modukuri, Nishanth Nakshatri, Xin Wei, Zhuoer Wang, James Caverlee, Sarah Michele Rajtmajer, C. Lee Giles
2021	B	`conf`	PrivaSeer: A Privacy Policy Search Engine. ICWE Mukund Srinath, Soundarya Nurani Sundareswara, C. Lee Giles, Shomir Wilson
2021	—	`conf`	Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. ACL/IJCNLP (1) Mukund Srinath, Shomir Wilson, C. Lee Giles
2021	—	`conf`	Ranked List Fusion and Re-ranking with Pre-trained Transformers for ARQMath Lab. CLEF (Working Notes) Shaurya Rohatgi, Jian Wu, C. Lee Giles
2021	—	`conf`	Recognizing Long Grammatical Sequences using Recurrent Networks Augmented with an External Differentiable Stack. ICGI Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2021	A*	`conf`	Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. AAAI Ankur Mali, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles
2021	J	`jnl`	Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units. CoRR Ankur Mali, Alexander Ororbia, Daniel Kifer, C. Lee Giles
2021	—	`conf`	SciCap: Generating Captions for Scientific Figures. EMNLP (Findings) Ting-Yao Hsu, C. Lee Giles, Ting-Hao Kenneth Huang
2021	J	`jnl`	SciCap: Generating Captions for Scientific Figures. CoRR Ting-Yao Hsu, C. Lee Giles, Ting-Hao Kenneth Huang
2021	J	`jnl`	Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them. Hum. Comput. Interact. 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
2021	B	`conf`	SlideGen: an abstractive section-based slide generator for scholarly documents. DocEng Athar Sefid, Prasenjit Mitra, C. Lee Giles
2021	—	`conf`	Understanding and Predicting Retractions of Published Work. SDU@AAAI Sai Ajay Modukuri, Sarah Michele Rajtmajer, Anna Cinzia Squicciarini, Jian Wu, C. Lee Giles
2021	—	`conf`	What Were People Searching For? A Query Log Analysis of An Academic Search Engine. JCDL Shaurya Rohatgi, C. Lee Giles, Jian Wu
2020	J	`jnl`	A Neural State Pushdown Automata. IEEE Trans. Artif. Intell. Ankur Arjun Mali, Alexander G. Ororbia II, C. Lee Giles
2020	—	`conf`	Accelerating Substructure Similarity Search for Formula Retrieval. ECIR (1) Wei Zhong, Shaurya Rohatgi, Jian Wu, C. Lee Giles, Richard Zanibbi
2020	—	`conf`	Acknowledgement Entity Recognition in CORD-19 Papers. SDP@EMNLP Jian Wu, Pei Wang, Xin Wei, Sarah Michele Rajtmajer, C. Lee Giles, Christopher Griffin
2020	—	`conf`	Adversarial Models for Deterministic Finite Automata. Canadian AI Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2020	A*	`conf`	Automatic Generation of Headlines for Online Math Questions. AAAI Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles
2020	J	`jnl`	Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews. CoRR Xiaoxiao Li, Rabah A. Al-Zaidy, Amy X. Zhang, Stefan Baral, Le Bao, C. Lee Giles
2020	J	`jnl`	CODA-19: Reliably Annotating Research Aspects on 10,000+ CORD-19 Abstracts Using a Non-Expert Crowd. CoRR Ting-Hao Kenneth Huang, Chieh-Yang Huang, Chien-Kuang Cornelia Ding, Yen-Chia Hsu, C. Lee Giles
2020	B	`conf`	COVIDSeer: Extending the CORD-19 Dataset. DocEng Shaurya Rohatgi, Zeba Karishma, Jason Chhay, Sai Raghav Reddy Keesara, Jian Wu, Cornelia Caragea, C. Lee Giles
2020	J	`jnl`	Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations. IEEE Trans. Neural Networks Learn. Syst. Alexander Ororbia, Ankur Mali, C. Lee Giles, Daniel Kifer
2020	—	`conf`	Deep Learning, Grammar Transfer, and Transportation Theory. ECML/PKDD (2) Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2020	A	`conf`	Follow The Curve: Arbitrarily Oriented Scene Text Detection Using Key Points Spotting And Curve Prediction. ICME Ke Yuan, Dafang He, Xiao Yang, Zhi Tang, Daniel Kifer, C. Lee Giles
2020	A	`conf`	Keyphrase Extraction in Scholarly Digital Library Search Engines. ICWS Krutarth Patel, Cornelia Caragea, Jian Wu, C. Lee Giles
2020	J	`jnl`	Large Scale Subject Category Classification of Scholarly Papers With Deep Attentive Neural Networks. Frontiers Res. Metrics Anal. Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C. Lee Giles
2020	J	`jnl`	Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks. CoRR Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C. Lee Giles
2020	—	`conf`	Learning CNF Blocking for Large-scale Author Name Disambiguation. SDP@EMNLP Kunho Kim, Athar Sefid, C. Lee Giles
2020	—	`conf`	Modeling Updates of Scholarly Webpages Using Archived Data. IEEE BigData Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles
2020	J	`jnl`	Modeling Updates of Scholarly Webpages Using Archived Data. CoRR Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles
2020	—	`conf`	PSU at CLEF-2020 ARQMath Track: Unsupervised Re-ranking using Pretraining. CLEF (Working Notes) Shaurya Rohatgi, Jian Wu, C. Lee Giles
2020	J	`jnl`	Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies. CoRR Mukund Srinath, Shomir Wilson, C. Lee Giles
2020	J	`jnl`	Provably Stable Interpretable Encodings of Context Free Grammars in RNNs with a Differentiable Stack. CoRR John Stogin, Ankur Mali, C. Lee Giles
2020	J	`jnl`	Reducing the Computational Burden of Deep Learning with Recursive Local Representation Alignment. CoRR Alexander Ororbia, Ankur Mali, Daniel Kifer, C. Lee Giles
2020	J	`jnl`	Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. Neural Comput. Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles
2020	B	`conf`	The Sibling Neural Estimator: Improving Iterative Image Decoding with Gradient Communication. DCC Ankur Mali, Alexander G. Ororbia II, C. Lee Giles
2019	A	`conf`	A Learning-based Text Synthesis Engine for Scene Text Detection. BMVC Xiao Yang, Dafang He, Daniel Kifer, C. Lee Giles
2019	A*	`conf`	A Neural Temporal Model for Human Motion Prediction. CVPR Anand Gopalakrishnan, Ankur Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia II
2019	B	`conf`	Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. EDM Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles
2019	A*	`conf`	Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching. AAAI Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles
2019	J	`jnl`	Automatic Generation of Headlines for Online Math Questions. CoRR Ke Yuan, Dafang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles
2019	—	`conf`	Automatic Slide Generation for Scientific Papers. SciKnow@K-CAP Athar Sefid, Jian Wu, Prasenjit Mitra, C. Lee Giles
2019	—	`conf`	BBookX: Creating Semi-Automated Textbooks to Support Student Learning and Decrease Student Costs. iTextbooks@AIED Bart Pursel, Crystal M. Ramsay, Nesirag Dave, Chen Liang, C. Lee Giles
2019	A*	`conf`	Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents. WWW Rabah A. Al-Zaidy, Cornelia Caragea, C. Lee Giles
2019	—	`conf`	CiteSeerX: 20 years of service to scholarly big data. AIDR Jian Wu, Kunho Kim, C. Lee Giles
2019	J	`jnl`	Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets. CoRR Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles
2019	A*	`conf`	Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets. AAAI Athar Sefid, Jian Wu, Allen C. Ge, Jing Zhao, Lu Liu, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles
2019	J	`jnl`	Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata. CoRR Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles
2019	A	`conf`	Hybrid Deep Pairwise Classification for Author Name Disambiguation. CIKM Kunho Kim, Shaurya Rohatgi, C. Lee Giles
2019	B	`conf`	Learned Neural Iterative Decoding for Lossy Image Compression Systems. DCC Alexander G. Ororbia II, Ankur Mali, Jian Wu, Scott O'Connell, William Dreese, David J. Miller, C. Lee Giles
2019	J	`jnl`	Lifelong Neural Predictive Coding: Sparsity Yields Less Forgetting when Learning Cumulatively. CoRR Alexander Ororbia, Ankur Mali, Daniel Kifer, C. Lee Giles
2019	J	`jnl`	Query Auto Completion for Math Formula Search. CoRR Shaurya Rohatgi, Wei Zhong, Richard Zanibbi, Jian Wu, C. Lee Giles
2019	J	`jnl`	Sec-Lib: Protecting Scholarly Digital Libraries From Infected Papers Using Active Machine Learning Framework. IEEE Access Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
2019	J	`jnl`	Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. CoRR Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles
2019	Misc	`conf`	Tangent-CFT: An Embedding Model for Mathematical Formulas. ICTIR Behrooz Mansouri, Shaurya Rohatgi, Douglas W. Oard, Jian Wu, C. Lee Giles, Richard Zanibbi
2019	A	`conf`	TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade. WACV Dafang He, Xiao Yang, Dan Kifer, C. Lee Giles
2019	J	`jnl`	The Neural State Pushdown Automata. CoRR Ankur Mali, Alexander Ororbia, C. Lee Giles
2018	J	`jnl`	A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. CoRR Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2018	J	`jnl`	A Neural Temporal Model for Human Motion Prediction. CoRR Anand Gopalakrishnan, Ankur Mali, Dan Kifer, C. Lee Giles, Alexander G. Ororbia II
2018	A	`conf`	A Web Service for Author Name Disambiguation in Scholarly Databases. ICWS Kunho Kim, Athar Sefid, Bruce A. Weinberg, C. Lee Giles
2018	J	`jnl`	Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations. CoRR Chen Liang, Jianbo Ye, Han Zhao, Bart Pursel, C. Lee Giles
2018	J	`jnl`	An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. Neural Comput. Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2018	—	`conf`	CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset. IEEE BigData Jian Wu, Bharath Kandimalla, Shaurya Rohatgi, Athar Sefid, Jianyu Mao, C. Lee Giles
2018	J	`jnl`	Conducting Credit Assignment by Aligning Local Representations. CoRR Alexander G. Ororbia II, Ankur Mali, Daniel Kifer, C. Lee Giles
2018	A*	`conf`	Defending Against Adversarial Samples Without Security through Obscurity. ICDM Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin, Xinyu Xing
2018	—	`conf`	Distractor Generation for Multiple Choice Questions Using Learning to Rank. BEA@NAACL-HLT Chen Liang, Xiao Yang, Neisarg Dave, Drew Wham, Bart Pursel, C. Lee Giles
2018	—	`conf`	Extracting Semantic Relations for Scholarly Knowledge Base Construction. ICSC Rabah A. Al-Zaidy, C. Lee Giles
2018	J	`jnl`	Guided Attention for Large Scale Scene Text Verification. CoRR Dafang He, Yeqing Li, Alexander N. Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles
2018	A*	`conf`	Investigating Active Learning for Concept Prerequisite Learning. AAAI Chen Liang, Jianbo Ye, Shuting Wang, Bart Pursel, C. Lee Giles
2018	—	`conf`	Large Scale Scene Text Verification with Guided Attention. ACCV (5) Dafang He, Yeqing Li, Alexander N. Gorban, Derrall Heath, Julian Ibarz, Qian Yu, Daniel Kifer, C. Lee Giles
2018	J	`jnl`	Learned Iterative Decoding for Lossy Image Compression Systems. CoRR Alexander G. Ororbia II, Ankur Mali, Jian Wu, Scott O'Connell, David J. Miller, C. Lee Giles
2018	—	`conf`	Learning a Hierarchical Latent-Variable Model of 3D Shapes. 3DV Shikun Liu, C. Lee Giles, Alexander Ororbia
2018	J	`jnl`	Online Learning of Recurrent Neural Architectures by Locally Aligning Distributed Representations. CoRR Alexander Ororbia, Ankur Mali, C. Lee Giles, Daniel Kifer
2018	J	`jnl`	Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. CoRR Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles
2018	Misc	`conf`	Text extraction and retrieval from smartphone screenshots: building a repository for life in media. SAC Agnese Chiatti, Mu Jung Cho, Anupriya Gagneja, Xiao Yang, Miriam Brinberg, Katie Roehrick, Sagnik Ray Choudhury, Nilam Ram, Byron Reeves, C. Lee Giles
2018	J	`jnl`	TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade. CoRR Dafang He, Xiao Yang, Daniel Kifer, C. Lee Giles
2018	J	`jnl`	Verification of Recurrent Neural Networks Through Rule Extraction. CoRR Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles
2017	A*	`conf`	A Machine Learning Approach for Semantic Structuring of Scientific Charts in Scholarly Documents. AAAI Rabah A. Al-Zaidy, C. Lee Giles
2017	B	`conf`	A Supervised Learning Approach To Entity Matching Between Scholarly Big Datasets. K-CAP Jian Wu, Athar Sefid, Allen C. Ge, C. Lee Giles
2017	A*	`conf`	Adversary Resistant Deep Neural Networks with an Application to Malware Detection. KDD Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2017	J	`jnl`	An Empirical Evaluation of Recurrent Neural Network Rule Extraction. CoRR Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2017	B	`conf`	Automatic Knowledge Base Construction from Scholarly Documents. DocEng Rabah A. Al-Zaidy, C. Lee Giles
2017	—	`conf`	Compiling Keyphrase Candidates for Scientific Literature Based on Wikipedia. TDDL/MDQual/Futurity@TPDL Hung-Hsuan Chen, Jian Wu, C. Lee Giles
2017	B	`conf`	Distractor Generation with Generative Adversarial Nets for Automatically Creating Fill-in-the-blank Questions. K-CAP Chen Liang, Xiao Yang, Drew Wham, Bart Pursel, Rebecca J. Passonneau, C. Lee Giles
2017	—	`conf`	HESDK: A Hybrid Approach to Extracting Scientific Domain Knowledge Entities. JCDL Jian Wu, Sagnik Ray Choudhury, Agnese Chiatti, Chen Liang, C. Lee Giles
2017	J	`jnl`	How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information. J. Biomed. Informatics Suppawong Tuarob, Conrad S. Tucker, Soundar R. T. Kumara, C. Lee Giles, Aaron L. Pincus, David E. Conroy, Nilam Ram
2017	A	`conf`	Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement. ICDAR Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles
2017	J	`jnl`	Learning a Hierarchical Latent-Variable Model of Voxelized 3D Shapes. CoRR Shikun Liu, Alexander G. Ororbia II, C. Lee Giles
2017	J	`jnl`	Learning to Adapt by Minimizing Discrepancy. CoRR Alexander G. Ororbia II, Patrick Haffner, David Reitter, C. Lee Giles
2017	J	`jnl`	Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network. CoRR Xiao Yang, Mehmet Ersin Yümer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles
2017	A*	`conf`	Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks. CVPR Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles
2017	A*	`conf`	Learning to Read Irregular Text with Attention Mechanisms. IJCAI Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles
2017	A	`conf`	Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection. ICDAR Dafang He, Scott Cohen, Brian L. Price, Daniel Kifer, C. Lee Giles
2017	A*	`conf`	Multi-scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild. CVPR Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles
2017	A*	`conf`	Recovering Concept Prerequisite Relations from University Course Dependencies. AAAI Chen Liang, Jianbo Ye, Zhaohui Wu, Bart Pursel, C. Lee Giles
2017	J	`jnl`	Scaling Author Name Disambiguation with CNF Blocking. CoRR Kunho Kim, Athar Sefid, C. Lee Giles
2017	—	`conf`	Scholarly Digital Libraries as a Platform for Malware Distribution. SG-CRC Nir Nissim, Aviad Cohen, Jian Wu, Andrea Lanzi, Lior Rokach, Yuval Elovici, C. Lee Giles
2017	—	`conf`	Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading. JCDL Xiao Yang, Dafang He, Wenyi Huang, Alexander Ororbia, Zihan Zhou, Daniel Kifer, C. Lee Giles
2017	B	`conf`	Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior. K-CAP Agnese Chiatti, Xiao Yang, Miriam Brinberg, Mu Jung Cho, Anupriya Gagneja, Nilam Ram, Byron Reeves, C. Lee Giles
2017	J	`jnl`	The Neural Network Pushdown Automaton: Model, Stack and Learning Simulations. CoRR Guo-Zheng Sun, C. Lee Giles, Hsing-Hen Chen, Yee-Chun Lee
2017	J	`jnl`	Unifying Adversarial Training Algorithms with Data Gradient Regularization. Neural Comput. Alexander G. Ororbia II, Daniel Kifer, C. Lee Giles
2016	—	`conf`	Aggregating Local Context for Accurate Scene Text Detection. ACCV (5) Dafang He, Xiao Yang, Wenyi Huang, Zihan Zhou, Daniel Kifer, C. Lee Giles
2016	J	`jnl`	AlgorithmSeer: A System for Extracting and Searching for Algorithms in Scholarly Big Data. IEEE Trans. Big Data Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles
2016	—	`conf`	Automatic Summary Generation for Scientific Data Charts. AAAI Workshop: Scholarly Big Data Rabah A. Al-Zaidy, Sagnik Ray Choudhury, C. Lee Giles
2016	A*	`conf`	BBookX: Building Online Open Books for Personalized Learning. AAAI Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
2016	—	`conf`	BBookX: Design of an Automated Web-based Recommender System for the Creation of Open Learning Content. WWW (Companion Volume) Bart Pursel, Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
2016	—	`conf`	CiteSeerX data: semanticizing scholarly papers. SBD@SIGMOD Jian Wu, Chen Liang, Huaiyu Yang, C. Lee Giles
2016	—	`conf`	Curve Separation for Line Graphs in Scholarly Documents. JCDL Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles
2016	A*	`conf`	Detecting Arbitrary Oriented Text in the Wild with a Visual Attention Model. ACM Multimedia Wenyi Huang, Dafang He, Xiao Yang, Zihan Zhou, Daniel Kifer, C. Lee Giles
2016	A*	`conf`	Document Type Classification in Online Digital Libraries. AAAI Cornelia Caragea, Jian Wu, Sujatha Das Gollapalli, C. Lee Giles
2016	A*	`conf`	Exploring Multiple Feature Spaces for Novel Entity Discovery. AAAI Zhaohui Wu, Yang Song, C. Lee Giles
2016	—	`conf`	Financial Entity Record Linkage with Random Forests. DSMM@SIGMOD Kunho Kim, C. Lee Giles
2016	—	`conf`	Improving Similar Document Retrieval Using a Recursive Pseudo Relevance Feedback Strategy. JCDL Kyle Williams, C. Lee Giles
2016	—	`conf`	Information Extraction for Scholarly Digital Libraries. JCDL Kyle Williams, Jian Wu, Zhaohui Wu, C. Lee Giles
2016	—	`conf`	Inventor Name Disambiguation for a Patent Database Using a Random Forest and DBSCAN. JCDL Kunho Kim, Madian Khabsa, C. Lee Giles
2016	J	`jnl`	Learning Adversary-Resistant Deep Neural Networks. CoRR Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu
2016	J	`jnl`	Random Feature Nullification for Adversary Resistant Deep Architecture. CoRR Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Xinyu Xing, C. Lee Giles, Xue Liu
2016	J	`jnl`	Random Forest DBSCAN for USPTO Inventor Name Disambiguation. CoRR Kunho Kim, Madian Khabsa, C. Lee Giles
2016	J	`jnl`	Reports of the 2016 AAAI Workshop Program. AI Mag. Stefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka Jr., Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, João Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael Witbrock, Jie Zhang
2016	—	`conf`	Scalable algorithms for scholarly figure mining and semantics. SBD@SIGMOD Sagnik Ray Choudhury, Shuting Wang, C. Lee Giles
2016	—	`conf`	Scholarly Big Data Knowledge and Semantics. WWW (Companion Volume) C. Lee Giles
2016	—	`ed.`	Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 13, 2016. AAAI Workshop: Scholarly Big Data Madian Khabsa, C. Lee Giles, Alex D. Wade
2016	J	`jnl`	Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading. CoRR Xiao Yang, Dafang He, Wenyi Huang, Zihan Zhou, Alexander Ororbia, Dan Kifer, C. Lee Giles
2016	—	`conf`	Towards Better Understanding of Academic Search. JCDL Madian Khabsa, Zhaohui Wu, C. Lee Giles
2016	J	`jnl`	Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization. CoRR Alexander G. Ororbia II, C. Lee Giles, Daniel Kifer
2016	J	`jnl`	Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks. CoRR Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong
2016	A	`conf`	Using Prerequisites to Extract Concept Maps fromTextbooks. CIKM Shuting Wang, Alexander Ororbia, Zhaohui Wu, Kyle Williams, Chen Liang, Bart Pursel, C. Lee Giles
2015	A*	`conf`	A Neural Probabilistic Model for Context Based Citation Recommendation. AAAI Wenyi Huang, Zhaohui Wu, Chen Liang, Prasenjit Mitra, C. Lee Giles
2015	J	`jnl`	A generalized topic modeling approach for automatic document annotation. Int. J. Digit. Libr. Suppawong Tuarob, Line C. Pouchard, Prasenjit Mitra, C. Lee Giles
2015	A	`conf`	A hybrid approach to discover semantic hierarchical sections in scholarly documents. ICDAR Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles
2015	J	`jnl`	ASCOS++: An Asymmetric Similarity Measure for Weighted Networks to Address the Problem of SimRank. ACM Trans. Knowl. Discov. Data Hung-Hsuan Chen, C. Lee Giles
2015	B	`conf`	Automatic Extraction of Data from Bar Charts. K-CAP Rabah A. Al-Zaidy, C. Lee Giles
2015	—	`conf`	Automatically Generating a Concept Hierarchy with Graphs. JCDL Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles
2015	B	`conf`	BBookX: An Automatic Book Creation Framework. DocEng Chen Liang, Shuting Wang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
2015	J	`jnl`	Chemical entity extraction using CRF and an ensemble of extractors. J. Cheminformatics Madian Khabsa, C. Lee Giles
2015	J	`jnl`	CiteSeerX: AI in a Digital Library Search Engine. AI Mag. Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Suppawong Tuarob, Alexander Ororbia, Douglas Jordan, Prasenjit Mitra, C. Lee Giles
2015	B	`conf`	Concept Hierarchy Extraction from Textbooks. DocEng Shuting Wang, Chen Liang, Zhaohui Wu, Kyle Williams, Bart Pursel, Benjamin Bräutigam, Sherwyn Saul, Hannah Williams, Kyle Bowen, C. Lee Giles
2015	J	`jnl`	Digital Library and Archiving for Qatar. Bull. IEEE Tech. Comm. Digit. Libr. Tarek Kanan, Sagnik Ray Choudhury, C. Lee Giles, Prashant Chandrasekar, Edward A. Fox
2015	J	`jnl`	ExpertSeer: a Keyphrase Based Expert Recommender for Digital Libraries. CoRR Hung-Hsuan Chen, Alexander G. Ororbia II, C. Lee Giles
2015	J	`jnl`	Improving Researcher Homepage Classification with Unlabeled Data. ACM Trans. Web Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles
2015	A*	`conf`	Learning a Deep Hybrid Model for Semi-Supervised Text Classification. EMNLP Alexander G. Ororbia II, C. Lee Giles, David Reitter
2015	A*	`conf`	Measuring Prerequisite Relations Among Concepts. EMNLP Chen Liang, Zhaohui Wu, Wenyi Huang, C. Lee Giles
2015	B	`conf`	On the Use of Similarity Search to Detect Fake Scientific Papers. SISAP Kyle Williams, C. Lee Giles
2015	—	`conf`	Online Learning of Deep Hybrid Architectures for Semi-supervised Categorization. ECML/PKDD (1) Alexander G. Ororbia II, David Reitter, Jian Wu, C. Lee Giles
2015	—	`conf`	Online Person Name Disambiguation with Constraints. JCDL Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles
2015	J	`jnl`	Online Semi-Supervised Learning with Deep Hybrid Boltzmann Machines and Denoising Autoencoders. CoRR Alexander G. Ororbia II, C. Lee Giles, David Reitter
2015	B	`conf`	PDFMEF: A Multi-Entity Knowledge Extraction Framework for Scholarly Documents and Semantic Search. K-CAP Jian Wu, Jason Killian, Huaiyu Yang, Kyle Williams, Sagnik Ray Choudhury, Suppawong Tuarob, Cornelia Caragea, C. Lee Giles
2015	—	`ed.`	Scholarly Big Data: AI Perspectives, Challenges, and Ideas, Papers from the 2015 AAAI Workshop, Austin, Texas, USA, January, 2015. AAAI Workshop: Scholarly Big Data Cornelia Caragea, C. Lee Giles, Narayan L. Bhamidipati, Doina Caragea, Sujatha Das Gollapalli, Saurabh Kataria, Huan Liu, Feng Xia
2015	A*	`conf`	Sense-Aaware Semantic Analysis: A Multi-Prototype Word Representation Model Using Wikipedia. AAAI Zhaohui Wu, C. Lee Giles
2015	—	`conf`	Storybase: Towards Building a Knowledge Base for News Events. ACL (System Demonstrations) Zhaohui Wu, Chen Liang, C. Lee Giles
2015	J	`jnl`	The CHEMDNER corpus of chemicals and drugs and its annotation principles. J. Cheminformatics 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
2015	—	`conf`	Updating Graph Indices with a One-Pass Algorithm. SIGMOD Conference Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles
2014	J	`jnl`	"Building a search engine for algorithms" by Suppawong Tuarob, Prasenjit Mitra, and C. Lee Giles with Martin Vesely as coordinator. SIGWEB Newsl. Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles
2014	A	`conf`	A Web Service for Scholarly Big Data Information Extraction. ICWS Kyle Williams, Lichi Li, Madian Khabsa, Jian Wu, Patrick C. Shih, C. Lee Giles
2014	A	`conf`	CiteSeer x : A Scholarly Big Dataset. ECIR Cornelia Caragea, Jian Wu, Alina Maria Ciobanu, Kyle Williams, Juan Pablo Fernández Ramírez, Hung-Hsuan Chen, Zhaohui Wu, C. Lee Giles
2014	A*	`conf`	CiteSeerX: AI in a Digital Library Search Engine. AAAI Jian Wu, Kyle Mark Williams, Hung-Hsuan Chen, Madian Khabsa, Cornelia Caragea, Alexander Ororbia, Douglas Jordan, C. Lee Giles
2014	B	`conf`	Classifying and ranking search engine results as potential sources of plagiarism. ACM Symposium on Document Engineering Kyle Williams, Hung-Hsuan Chen, C. Lee Giles
2014	—	`conf`	Crowd-sourcing Web knowledge for metadata extraction. JCDL Zhaohui Wu, Wenyi Huang, Chen Liang, C. Lee Giles
2014	—	`conf`	Document Analysis and Retrieval Tasks in Scientific Digital Libraries. RuSSIR Sujatha Das Gollapalli, Cornelia Caragea, Xiaoli Li, C. Lee Giles
2014	A	`conf`	Extracting Researcher Metadata with Labeled Features. SDM Sujatha Das Gollapalli, Yanjun Qi, Prasenjit Mitra, C. Lee Giles
2014	—	`conf`	Large scale author name disambiguation in digital libraries. IEEE BigData Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles
2014	B	`conf`	Migrating a Digital Library to a Private Cloud. IC2E Jian Wu, Pradeep B. Teregowda, Kyle Williams, Madian Khabsa, Douglas Jordan, Eric Treece, Zhaohui Wu, C. Lee Giles
2014	—	`conf`	RefSeer: A citation recommendation system. JCDL Wenyi Huang, Zhaohui Wu, Prasenjit Mitra, C. Lee Giles
2014	—	`conf`	Scholarly big data information extraction and integration in the CiteSeer ICDE Workshops Kyle Williams, Jian Wu, Sagnik Ray Choudhury, Madian Khabsa, C. Lee Giles
2014	J	`jnl`	Science and Ethnicity: How Ethnicities Shape the Evolution of Computer Science Research Community. CoRR Zhaohui Wu, Dayu Yuan, Pucktada Treeratpituk, C. Lee Giles
2014	B	`conf`	SimSeerX: a similar document search engine. ACM Symposium on Document Engineering Kyle Williams, Jian Wu, C. Lee Giles
2014	—	`conf`	Supervised Ranking for Plagiarism Source Retrieval. CLEF (Working Notes) Kyle Williams, Hung-Hsuan Chen, C. Lee Giles
2014	—	`conf`	The feasibility of investing in manual correction of metadata for a large-scale digital library. JCDL Hung-Hsuan Chen, Madian Khabsa, C. Lee Giles
2014	C	`conf`	The impact of user corrections on a crawl-based digital library: A CiteSeerX perspective. CollaborateCom Jian Wu, Kyle Williams, Madian Khabsa, C. Lee Giles
2014	—	`conf`	Towards building a scholarly big data platform: Challenges, lessons and opportunities. JCDL 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
2014	—	`conf`	Utility-Based Control Feedback in a Digital Library Search Engine: Cases in CiteSeerX. Feedback Computing Jian Wu, Alexander Ororbia, Kyle Williams, Madian Khabsa, Zhaohui Wu, C. Lee Giles
2013	A	`conf`	2013 international workshop on computational scientometrics: theory and applications. CIKM Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu
2013	—	`conf`	A classification scheme for algorithm citation function in scholarly works. JCDL Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles
2013	B	`conf`	ASCOS: an asymmetric network structure COntext similarity measure. ASONAM Hung-Hsuan Chen, C. Lee Giles
2013	A	`conf`	Automatic Detection of Pseudocodes in Scholarly Documents Using Machine Learning. ICDAR Suppawong Tuarob, Sumit Bhatia, Prasenjit Mitra, C. Lee Giles
2013	—	`conf`	Automatic tag recommendation for metadata annotation using probabilistic topic modeling. JCDL Suppawong Tuarob, Line C. Pouchard, C. Lee Giles
2013	J	`jnl`	Bayesian Classification and Feature Selection from Finite Data Sets CoRR Frans Coetzee, Steve Lawrence, C. Lee Giles
2013	—	`conf`	CSSeer: an expert recommendation system based on CiteseerX. JCDL Hung-Hsuan Chen, Pucktada Treeratpituk, Prasenjit Mitra, C. Lee Giles
2013	A	`conf`	Can back-of-the-book indexes be automatically created? CIKM Zhaohui Wu, Zhenhui Li, Prasenjit Mitra, C. Lee Giles
2013	—	`conf`	Can't see the forest for the trees?: a citation recommendation system. JCDL Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra, C. Lee Giles
2013	A	`conf`	Channeling the deluge: research challenges for big data and information systems. CIKM Paul Bennett, C. Lee Giles, Alon Y. Halevy, Jiawei Han, Marti A. Hearst, Jure Leskovec
2013	J	`jnl`	Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach CoRR David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles
2013	A	`conf`	Figure Metadata Extraction from Digital Documents. ICDAR Sagnik Ray Choudhury, Prasenjit Mitra, Andi Kirk, Silvia Szep, Donald A. Pellegrino, Sue Jones, C. Lee Giles
2013	J	`jnl`	Graph-based Approach to Automatic Taxonomy Generation (GraBTax). CoRR Pucktada Treeratpituk, Madian Khabsa, C. Lee Giles
2013	—	`conf`	Measuring Term Informativeness in Context. HLT-NAACL Zhaohui Wu, C. Lee Giles
2013	J	`jnl`	Mining and Indexing Graphs for Supergraph Search. Proc. VLDB Endow. Dayu Yuan, Prasenjit Mitra, C. Lee Giles
2013	J	`jnl`	Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events CoRR David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles
2013	B	`conf`	Near duplicate detection in an academic digital library. ACM Symposium on Document Engineering Kyle Williams, C. Lee Giles
2013	—	`ed.`	Proceedings of the 2013 workshop on Computational scientometrics: theory & applications, CompSci@CIKM 2013, San Francisco, California, USA, October 28, 2013 CompSci@CIKM Cornelia Caragea, C. Lee Giles, Lior Rokach, Xiaozhong Liu
2013	—	`conf`	Ranking experts using author-document-topic graphs. JCDL Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles
2013	A*	`conf`	Researcher homepage classification using unlabeled data. WWW Sujatha Das Gollapalli, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles
2013	A	`conf`	Scholarly big data: information extraction and data mining. CIKM C. Lee Giles
2013	B	`conf`	Searching online book documents and analyzing book citations. ACM Symposium on Document Engineering Zhaohui Wu, Sujatha Das, Zhenhui Li, Prasenjit Mitra, C. Lee Giles
2013	A	`conf`	Table of Contents Recognition and Extraction for Heterogeneous Book Documents. ICDAR Zhaohui Wu, Prasenjit Mitra, C. Lee Giles
2013	—	`conf`	The predictive value of young and old links in a social network. DBSocial Hung-Hsuan Chen, David J. Miller, C. Lee Giles
2013	—	`conf`	Towards the Discovery of Diseases Related by Genes Using Vertex Similarity Measures. ICHI Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles
2013	—	`conf`	Unsupervised Ranking for Plagiarism Source Retrieval Notebook for PAN at CLEF 2013. CLEF (Working Notes) Kyle Williams, Hung-Hsuan Chen, Sagnik Ray Choudhury, C. Lee Giles
2012	—	`conf`	A Framework for Bridging the Gap Between Open Source Search Tools. OSIR@SIGIR Madian Khabsa, Stephen Carman, Sagnik Ray Choudhury, C. Lee Giles
2012	—	`conf`	AckSeer: a repository and search engine for automatically extracted acknowledgments from digital libraries. JCDL Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles
2012	Misc	`conf`	Discovering missing links in networks using vertex similarity measures. SAC Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles
2012	A	`conf`	Entity resolution using search engine results. CIKM Madian Khabsa, Pucktada Treeratpituk, C. Lee Giles
2012	—	`conf`	Improving algorithm search using the algorithm co-citation network. JCDL Suppawong Tuarob, Prasenjit Mitra, C. Lee Giles
2012	A*	`conf`	Iterative Graph Feature Mining for Graph Indexing. ICDE Dayu Yuan, Prasenjit Mitra, Huiwen Yu, C. Lee Giles
2012	A*	`conf`	Name-Ethnicity Classification and Ethnicity-Sensitive Name Matching. AAAI Pucktada Treeratpituk, C. Lee Giles
2012	—	`ch.`	Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade (2nd ed.) Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles
2012	A	`conf`	Phrase Pair Classification for Identifying Subtopics. ECIR Sujatha Das, Prasenjit Mitra, C. Lee Giles
2012	—	`conf`	Predicting Recent Links in FOAF Networks. SBP Hung-Hsuan Chen, Liang Gou, Xiaolong (Luke) Zhang, C. Lee Giles
2012	A	`conf`	Recommending citations: translating papers into references. CIKM Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach
2012	—	`conf`	Similar researcher search in academic environments. JCDL Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles
2012	J	`jnl`	Specialized Research Datasets in the CiteSeer D Lib Mag. Sumit Bhatia, Cornelia Caragea, Hung-Hsuan Chen, Jian Wu, Pucktada Treeratpituk, Zhaohui Wu, Madian Khabsa, Prasenjit Mitra, C. Lee Giles
2012	A*	`conf`	Table Header Detection and Classification. AAAI Jing Fang, Prasenjit Mitra, Zhi Tang, C. Lee Giles
2012	—	`conf`	The evolution of a crawling strategy for an academic document search engine: whitelists and blacklists. WebSci Jian Wu, Pradeep B. Teregowda, Juan Pablo Fernández Ramírez, Prasenjit Mitra, Shuyi Zheng, C. Lee Giles
2012	—	`conf`	Towards Building and Analyzing a Social Network of Acknowledgments in Scientific and Academic Documents. SBP Madian Khabsa, Sharon Koppman, C. Lee Giles
2012	—	`conf`	Web crawler middleware for search engine digital libraries: a case study for citeseerX. WIDM Jian Wu, Pradeep B. Teregowda, Madian Khabsa, Stephen Carman, Douglas Jordan, Jose San Pedro Wandelmer, Xin Lu, Prasenjit Mitra, C. Lee Giles
2011	J	`jnl`	Automatic tag recommendation algorithms for social recommender systems. ACM Trans. Web Yang Song, Lu Zhang, C. Lee Giles
2011	J	`jnl`	ChemXSeer Digital Library Gaussian Search CoRR Shibamouli Lahiri, Juan Pablo Fernández Ramírez, Shikha Nangia, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller
2011	A	`conf`	Citation recommendation without author supervision. WSDM Qi He, Daniel Kifer, Jian Pei, Prasenjit Mitra, C. Lee Giles
2011	—	`conf`	Classifying text messages for the haiti earthquake. ISCRAM Cornelia Caragea, Nathan J. McNeese, Anuj R. Jaiswal, Greg Traylor, Hyun-Woo Kim, Prasenjit Mitra, Dinghao Wu, Andrea H. Tapia, C. Lee Giles, Bernard J. Jansen, John Yen
2011	A*	`conf`	Context Sensitive Topic Models for Author Influence in Document Networks. IJCAI Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles
2011	J	`jnl`	Identifying, Indexing, and Ranking Chemical Formulae and Chemical Names in Digital Documents. ACM Trans. Inf. Syst. Bingjun Sun, Prasenjit Mitra, C. Lee Giles, Karl T. Mueller
2011	J	`jnl`	Nonconvex Online Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. Seyda Ertekin, Léon Bottou, C. Lee Giles
2011	—	`conf`	On identifying academic homepages for digital libraries. JCDL Sujatha Das Gollapalli, C. Lee Giles, Prasenjit Mitra, Cornelia Caragea
2011	—	`conf`	Ranking authors in digital libraries. JCDL Sujatha Das Gollapalli, Prasenjit Mitra, C. Lee Giles
2011	—	`conf`	Watershed Reanalysis: Towards a National Strategy for Model-Data Integration. e-Science Workshops Christopher J. Duffy, Lorne Leonard, Gopal Bhatt, Xuan Yu, C. Lee Giles
2010	—	`ed.`	Advances in Social Network Mining and Analysis, Second International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers SNAKDD C. Lee Giles, Marc Smith, John Yen, Haizheng Zhang
2010	—	`conf`	CiteSeerx: A Cloud Perspective. HotCloud Pradeep B. Teregowda, Bhuvan Urgaonkar, C. Lee Giles
2010	—	`conf`	Cloud Computing: A Digital Libraries Perspective. IEEE CLOUD Pradeep B. Teregowda, Bhuvan Urgaonkar, C. Lee Giles
2010	A*	`conf`	Context-aware citation recommendation. WWW Qi He, Jian Pei, Daniel Kifer, Prasenjit Mitra, C. Lee Giles
2010	A*	`conf`	Determining the sexual identities of prehistoric cave artists using digitized handprints: a machine learning approach. ACM Multimedia James Ze Wang, Weina Ge, Dean R. Snow, Prasenjit Mitra, C. Lee Giles
2010	B	`conf`	Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization. COLING Jian Huang, Pucktada Treeratpituk, Sarah M. Taylor, C. Lee Giles
2010	A*	`conf`	Estimating the web robot population. WWW Yang Sun, C. Lee Giles
2010	A*	`conf`	Exploring web scale language models for search query processing. WWW Jian Huang, Jianfeng Gao, Jiangbo Miao, Xiaolong Li, Kuansan Wang, Fritz Behr, C. Lee Giles
2010	A*	`conf`	Finding algorithms in scientific articles. WWW Sumit Bhatia, Prasenjit Mitra, C. Lee Giles
2010	J	`jnl`	Locality and attachedness-based temporal social network growth dynamics analysis: A case study of evolving nanotechnology scientific collaboration networks. J. Assoc. Inf. Sci. Technol. Haizheng Zhang, Baojun Qiu, Kristinka Ivanova, C. Lee Giles, Henry C. Foley, John Yen
2010	A*	`conf`	Measuring the web crawler ethics. WWW C. Lee Giles, Yang Sun, Isaac G. Councill
2010	—	`conf`	Personalized Feed Recommendation Service for Social Networks. SocialCom/PASSAT Huajing Li, Yuan Tian, Wang-Chien Lee, C. Lee Giles, Meng-Chang Chen
2010	—	`ed.`	Proceedings of the 2010 Joint International Conference on Digital Libraries, JCDL 2010, Gold Coast, Queensland, Australia, June 21-25, 2010 JCDL Jane Hunter, Carl Lagoze, C. Lee Giles, Yuan-Fang Li
2010	—	`conf`	SEERLAB: A System for Extracting Keyphrases from Scholarly Documents. SemEval@ACL Pucktada Treeratpituk, Pradeep B. Teregowda, Jian Huang, C. Lee Giles
2010	—	`conf`	SNDocRank: a social network-based video search ranking framework. Multimedia Information Retrieval Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles
2010	A*	`conf`	SNDocRank: document ranking based on social networks. WWW Liang Gou, Hung-Hsuan Chen, Jung-Hyun Kim, Xiaolong Zhang, C. Lee Giles
2010	—	`conf`	SeerSuite: Developing a Scalable and Reliable Application Framework for Building Digital Libraries by Crawling the Web. WebApps Pradeep B. Teregowda, Isaac G. Councill, Juan Pablo Fernández Ramírez, Madian Khabsa, Shuyi Zheng, C. Lee Giles
2010	—	`conf`	Social network document ranking. JCDL Liang Gou, Xiaolong Zhang, Hung-Hsuan Chen, Jung-Hyun Kim, C. Lee Giles
2010	—	`conf`	The Ethicality of Web Crawlers. Web Intelligence Yang Sun, Isaac G. Councill, C. Lee Giles
2010	—	`conf`	oreChem ChemXSeer: a semantic digital library for chemistry. JCDL Na Li, Leilei Zhu, Prasenjit Mitra, Karl T. Mueller, Eric Poweleit, C. Lee Giles
2009	—	`ed.`	Advances in Web Mining and Web Usage Analysis, 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007. Revised Papers WebKDD/SNAKDD Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen
2009	J	`jnl`	Automated analysis of images in documents for intelligent document search. Int. J. Document Anal. Recognit. Xiaonan Lu, Saurabh Kataria, William J. Brouwer, James Ze Wang, Prasenjit Mitra, C. Lee Giles
2009	J	`jnl`	Better Naive Bayes classification for high-precision spam detection. Softw. Pract. Exp. Yang Song, Aleksander Kolcz, C. Lee Giles
2009	J	`jnl`	Designing for e-science: Requirements gathering for collaboration in CiteSeer. Int. J. Hum. Comput. Stud. Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles
2009	A	`conf`	Detecting topic evolution in scientific literature: how can citations help? CIKM Qi He, Bi Chen, Jian Pei, Baojun Qiu, Prasenjit Mitra, C. Lee Giles
2009	—	`conf`	Disambiguating authors in academic publications using random forests. JCDL Pucktada Treeratpituk, C. Lee Giles
2009	J	`jnl`	Effectively Searching Maps in Web Documents CoRR Qingzhao Tan, Prasenjit Mitra, C. Lee Giles
2009	A	`conf`	Effectively Searching Maps in Web Documents. ECIR Qingzhao Tan, Prasenjit Mitra, C. Lee Giles
2009	A	`conf`	Efficient record-level wrapper induction. CIKM Shuyi Zheng, Ruihua Song, Ji-Rong Wen, C. Lee Giles
2009	—	`conf`	Finding topic trends in digital libraries. JCDL Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles
2009	A*	`conf`	Graph based crawler seed selection. WWW Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles
2009	A	`conf`	Graph-based seed selection for web-scale crawlers. CIKM Shuyi Zheng, Pavel A. Dmitriev, C. Lee Giles
2009	A	`conf`	Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. ICDAR Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2009	A	`conf`	Independent informative subgraph mining for graph information retrieval. CIKM Bingjun Sun, Prasenjit Mitra, C. Lee Giles
2009	A	`conf`	Learning to rank graphs for online similar graph search. CIKM Bingjun Sun, Prasenjit Mitra, C. Lee Giles
2009	—	`conf`	MobiSNA: a mobile video social network application. MobiDE Liang Gou, Jung-Hyun Kim, Hung-Hsuan Chen, Jason Collins, Marc Goodman, Xiaolong Zhang, C. Lee Giles
2009	B	`conf`	Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. PAKDD Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles
2009	—	`ed.`	Proceedings of the 3rd Workshop on Social Network Mining and Analysis, SNAKDD 2009, Paris, France, June 28, 2009 SNAKDD C. Lee Giles, Prasenjit Mitra, Igor Perisic, John Yen, Haizheng Zhang
2009	—	`conf`	Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering. ACL/IJCNLP Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles
2009	—	`conf`	Solving the "Who's Mark Johnson Puzzle": Information Extraction Based Cross Document Coreference. HLT-NAACL (Student Research Workshop and Doctoral Consortium) Jian Huang, Sarah M. Taylor, Jonathan L. Smith, Konstantinos A. Fotiadis, C. Lee Giles
2009	A	`conf`	Topic and Trend Detection in Text Collections Using Latent Dirichlet Allocation. ECIR Levent Bolelli, Seyda Ertekin, C. Lee Giles
2008	B	`conf`	A Fast Preprocessing Method for Table Boundary Detection: Narrowing Down the Sparse Lines Using Solely Coordinate Information. Document Analysis Systems Ying Liu, Prasenjit Mitra, C. Lee Giles
2008	A*	`conf`	A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. ICDM Yang Song, Lu Zhang, C. Lee Giles
2008	—	`conf`	A metadata generation system for scanned scientific volumes. JCDL Xiaonan Lu, Brewster Kahle, James Ze Wang, C. Lee Giles
2008	A	`conf`	A sparse gaussian processes classification framework for fast tag suggestions. CIKM Yang Song, Lu Zhang, C. Lee Giles
2008	A*	`conf`	Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. AAAI Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles
2008	J	`jnl`	Automatic Identification and Data Extraction from 2-Dimensional Plots in Digital Documents CoRR William J. Brouwer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles
2008	Misc	`conf`	Block-Suffix Shifting: Fast, Simultaneous Medical Concept Set Identification in Large Medical Record Corpora. AMIA Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles
2008	B	`conf`	BotSeer: An Automated Information System for Analyzing Web Robots. ICWE Yang Sun, Isaac G. Councill, C. Lee Giles
2008	A*	`conf`	CiteSense: supporting sensemaking of research literature. CHI Xiaolong Zhang, Yan Qu, C. Lee Giles, Piyou Song
2008	A	`conf`	Collaboration over time: characterizing and modeling network evolution. WSDM Jian Huang, Ziming Zhuang, Jia Li, C. Lee Giles
2008	J	`jnl`	Design and evaluation of awareness mechanisms in CiteSeer. Inf. Process. Manag. Umer Farooq, Craig H. Ganoe, John M. Carroll, Isaac G. Councill, C. Lee Giles
2008	B	`conf`	Efficient user preference predictions using collaborative filtering. ICPR Yang Song, C. Lee Giles
2008	A	`conf`	Error-driven generalist+experts (edge): a multi-stage ensemble framework for text categorization. CIKM Jian Huang, Omid Madani, C. Lee Giles
2008	A*	`conf`	Exploring social annotations for information retrieval. WWW Ding Zhou, Jiang Bian, Shuyi Zheng, Hongyuan Zha, C. Lee Giles
2008	A	`conf`	Finding a Haystack in Haystacks - Simultaneous Identification of Concepts in Large Bio-Medical Corpora. SDM Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Prasenjit Mitra, C. Lee Giles
2008	A*	`conf`	Hierarchical Location and Topic Based Query Expansion. AAAI Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles
2008	A	`conf`	Identifying table boundaries in digital documents via sparse line detection. CIKM Ying Liu, Prasenjit Mitra, C. Lee Giles
2008	A*	`conf`	Learning multiple graphs for document recommendations. WWW Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles
2008	A	`conf`	Measuring user preference changes in digital libraries. CIKM Yang Sun, Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles
2008	A	`conf`	Metadata extraction and indexing for map search in web documents. CIKM Qingzhao Tan, Prasenjit Mitra, C. Lee Giles
2008	A*	`conf`	Mining, indexing, and searching for textual chemical molecule information on the web. WWW Bingjun Sun, Prasenjit Mitra, C. Lee Giles
2008	—	`conf`	Modeling and visualizing geo-sensitive queries based on user clicks. LocWeb Ziming Zhuang, Cliff Brunk, C. Lee Giles
2008	B	`conf`	ParsCit: an Open-source CRF Reference String Parsing Package. LREC Isaac G. Councill, C. Lee Giles, Min-Yen Kan
2008	—	`conf`	Personalized ranking for digital libraries based on log analysis. WIDM Yang Sun, Huajing Li, Isaac G. Councill, Jian Huang, Wang-Chien Lee, C. Lee Giles
2008	A*	`conf`	Real-time automatic tag recommendation. SIGIR Yang Song, Ziming Zhuang, Huajing Li, Qiankun Zhao, Jia Li, Wang-Chien Lee, C. Lee Giles
2008	A	`conf`	Real-time data pre-processing technique for efficient feature extraction in large scale datasets. CIKM Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2008	J	`jnl`	SNAKDD 2008 social network mining and analysis postworkshop report. SIGKDD Explor. Haizheng Zhang, Marc Smith, C. Lee Giles, John Yen, Henry C. Foley
2008	A	`conf`	Scalable community discovery on textual data with relations. CIKM Huajing Li, Zaiqing Nie, Wang-Chien Lee, C. Lee Giles, Ji-Rong Wen
2008	—	`conf`	Scientific Data and Document Processing in ChemxSeer. AAAI Spring Symposium: Semantic Scientific Knowledge Integration Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu, Anuj R. Jaiswal
2008	—	`conf`	Segregating and extracting overlapping data points in two-dimensional plots. JCDL William Browuer, Saurabh Kataria, Sujatha Das, Prasenjit Mitra, C. Lee Giles
2008	—	`conf`	Towards Click-Based Models of Geographic Interests in Web Search. Web Intelligence Ziming Zhuang, Cliff Brunk, Prasenjit Mitra, C. Lee Giles
2008	J	`jnl`	Workload analysis for scientific literature digital libraries. Int. J. Digit. Libr. Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
2007	J	`jnl`	A Comparison of On-Line Computer Science Citation Databases CoRR Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles
2007	B	`conf`	A Hybrid Cache and Prefetch Mechanism for Scientific Literature Search Engines. ICWE Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
2007	A*	`conf`	A clustering method for web data with multi-type interrelated components. WWW Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles
2007	—	`conf`	A clustering-based sampling approach for refreshing search engine's database. WebDB Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles
2007	A*	`conf`	A large-scale study of robots.txt. WWW Yang Sun, Ziming Zhuang, C. Lee Giles
2007	A*	`conf`	Active learning for class imbalance problem. SIGIR Seyda Ertekin, Jian Huang, C. Lee Giles
2007	—	`conf`	Adaptive sorted neighborhood methods for efficient record linkage. JCDL Su Yan, Dongwon Lee, Min-Yen Kan, C. Lee Giles
2007	C	`conf`	An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks. ISI Haizheng Zhang, Baojun Qiu, C. Lee Giles, Henry C. Foley, John Yen
2007	J	`jnl`	Are your citations clean? Commun. ACM Dongwon Lee, Jaewoo Kang, Prasenjit Mitra, C. Lee Giles, Byung-Won On
2007	A	`conf`	Automatic Extraction of Data from 2-D Plots in Documents. ICDAR Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles
2007	J	`jnl`	Automatic Extraction of Table Metadata from Digital Documents. Bull. IEEE Tech. Comm. Digit. Libr. Ying Liu, Prasenjit Mitra, C. Lee Giles, Kun Bai
2007	A*	`conf`	Automatic searching of tables in digital libraries. WWW Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2007	—	`conf`	ChemXSeer: a digital library and data repository for chemical kinetics. CIMS Prasenjit Mitra, C. Lee Giles, Bingjun Sun, Ying Liu
2007	A*	`conf`	Co-ranking Authors and Documents in a Heterogeneous Network. ICDM Ding Zhou, Sergey A. Orshanskiy, Hongyuan Zha, C. Lee Giles
2007	A*	`conf`	Deriving knowledge from figures for digital libraries. WWW Xiaonan Lu, James Ze Wang, Prasenjit Mitra, C. Lee Giles
2007	A	`conf`	Designing clustering-based web crawling policies for search engine crawlers. CIKM Qingzhao Tan, Prasenjit Mitra, C. Lee Giles
2007	A*	`conf`	Designing efficient sampling techniques to detect webpage updates. WWW Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles
2007	A*	`conf`	Detecting research topics via the correlation between graphs and texts. KDD Yookyung Jo, Carl Lagoze, C. Lee Giles
2007	—	`conf`	Determining Bias to Search Engines from Robots.txt. Web Intelligence Yang Sun, Ziming Zhuang, Isaac G. Councill, C. Lee Giles
2007	A*	`conf`	Discovering Temporal Communities from Social Network Documents. ICDM Ding Zhou, Isaac G. Councill, Hongyuan Zha, C. Lee Giles
2007	A	`conf`	Efficient Multiclass Boosting Classification with Active Learning. SDM Jian Huang, Seyda Ertekin, Yang Song, Hongyuan Zha, C. Lee Giles
2007	—	`conf`	Efficient topic-based unsupervised name disambiguation. JCDL Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
2007	B	`conf`	Efficiently Detecting Webpage Updates Using Samples. ICWE Qingzhao Tan, Ziming Zhuang, Prasenjit Mitra, C. Lee Giles
2007	B	`conf`	Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. GROUP Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles
2007	—	`conf`	Extracting Author Meta-Data from Web Using Visual Features. ICDM Workshops Shuyi Zheng, Ding Zhou, Jia Li, C. Lee Giles
2007	A*	`conf`	Extraction and search of chemical formulae in text documents on the web. WWW Bingjun Sun, Qingzhao Tan, Prasenjit Mitra, C. Lee Giles
2007	A*	`conf`	Generative models for name disambiguation. WWW Yang Song, Jian Huang, Isaac G. Councill, Jia Li, C. Lee Giles
2007	J	`jnl`	Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. Tsungnan Lin, C. Lee Giles
2007	—	`conf`	HSN-PAM: Finding Hierarchical Probabilistic Groups from Large-Scale Networks. ICDM Workshops Haizheng Zhang, Wei Li, Xuerui Wang, C. Lee Giles, Henry C. Foley, John Yen
2007	—	`conf`	IKNN: Informative K-Nearest Neighbor Pattern Classification. PKDD Yang Song, Jian Huang, Ding Zhou, Hongyuan Zha, C. Lee Giles
2007	A*	`conf`	Image annotation by hierarchical mapping of features. WWW Qiankun Zhao, Prasenjit Mitra, C. Lee Giles
2007	—	`conf`	Intelligent Parsing of Scanned Volumes for Web Based Archives. ICSC Xiaonan Lu, James Ze Wang, C. Lee Giles
2007	—	`conf`	K-SVMeans: A Hybrid Clustering Algorithm for Multi-Type Interrelated Datasets. Web Intelligence Levent Bolelli, Seyda Ertekin, Ding Zhou, C. Lee Giles
2007	A*	`conf`	Learning User Clicks in Web Search. IJCAI Ding Zhou, Levent Bolelli, Jia Li, C. Lee Giles, Hongyuan Zha
2007	A	`conf`	Learning on the border: active learning in imbalanced data classification. CIKM Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles
2007	—	`conf`	Measuring conference quality by mining program committee characteristics. JCDL Ziming Zhuang, Ergin Elmacioglu, Dongwon Lee, C. Lee Giles
2007	A	`conf`	Popularity Weighted Ranking for Academic Digital Libraries. ECIR Yang Sun, C. Lee Giles
2007	A*	`conf`	Probabilistic Community Discovery Using Hierarchical Latent Gaussian Mixture Model. AAAI Haizheng Zhang, C. Lee Giles, Henry C. Foley, John Yen
2007	—	`ed.`	Proceedings of the First Workshop on CyberInfrastructure: Information Management in eScience, CIMS 2007, Sixteenth ACM Conference on Information and Knowledge Management, CIKM 2007, Lisbon, Portugal, November 9, 2007 CIMS Prasenjit Mitra, C. Lee Giles, Leslie Carr
2007	—	`conf`	Query Expansion Using Topic and Location. ICDM Workshops Shu Huang, Qiankun Zhao, Prasenjit Mitra, C. Lee Giles
2007	—	`conf`	SearchGen: a synthetic workload generator for scientific literature digital libraries and search engines. JCDL Huajing Li, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
2007	A	`conf`	Searching for Tables in Digital Documents. ICDAR Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2007	J	`jnl`	Social Bookmarking for Scholarly Digital Libraries. IEEE Internet Comput. Umer Farooq, Yang Song, John M. Carroll, C. Lee Giles
2007	—	`conf`	Supporting distributed scientific collaboration: Implications for designing the CiteSeer collaboratory. HICSS Umer Farooq, Craig H. Ganoe, John M. Carroll, C. Lee Giles
2007	A*	`conf`	TableRank: A Ranking Algorithm for Table Search and Retrieval. AAAI Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2007	—	`conf`	TableSeer: automatic table metadata extraction and searching in digital libraries. JCDL Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles
2007	A*	`conf`	Topic segmentation with shared topic detection and alignment of multiple documents. SIGIR Bingjun Sun, Prasenjit Mitra, C. Lee Giles, John Yen, Hongyuan Zha
2007	J	`jnl`	WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. SIGKDD Explor. Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum
2006	—	`conf`	An architecture for creating collaborative semantically capable scientific data sharing infrastructures. WIDM Anuj R. Jaiswal, C. Lee Giles, Prasenjit Mitra, James Ze Wang
2006	—	`conf`	Automatic categorization of figures in scientific documents. JCDL Xiaonan Lu, Prasenjit Mitra, James Ze Wang, C. Lee Giles
2006	—	`conf`	Automatic extraction of table metadata from digital documents. JCDL Ying Liu, Prasenjit Mitra, C. Lee Giles, Kun Bai
2006	A*	`conf`	Boosting the Feature Space: Text Classification for Unstructured Data on the Web. ICDM Yang Song, Ding Zhou, Jian Huang, Isaac G. Councill, Hongyuan Zha, C. Lee Giles
2006	—	`conf`	CiteSeer Infoscale Huajing Li, Isaac G. Councill, Levent Bolelli, Ding Zhou, Yang Song, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
2006	A*	`conf`	CiteSeerx: an architecture and web service design for an academic document search engine. WWW Huajing Li, Isaac G. Councill, Wang-Chien Lee, C. Lee Giles
2006	—	`conf`	Clustering Scientific Literature Using Sparse Citation Graph Analysis. PKDD Levent Bolelli, Seyda Ertekin, C. Lee Giles
2006	—	`conf`	Efficient Name Disambiguation for Large-Scale Databases. PKDD Jian Huang, Seyda Ertekin, C. Lee Giles
2006	—	`conf`	Formal definitions of web information search. ASIST Su Yan, C. Lee Giles, Bernard J. Jansen
2006	—	`conf`	Learning metadata from the evidence in an on-line citation matching scheme. JCDL Isaac G. Councill, Huajing Li, Ziming Zhuang, Sandip Debnath, Levent Bolelli, Wang-Chien Lee, Anand Sivasubramaniam, C. Lee Giles
2006	—	`conf`	Network Flow for Collaborative Ranking. PKDD Ziming Zhuang, Silviu Cucerzan, C. Lee Giles
2006	A*	`conf`	Probabilistic models for discovering e-communities. WWW Ding Zhou, Eren Manavoglu, Jia Li, C. Lee Giles, Hongyuan Zha
2006	—	`conf`	The Future of CiteSeer: CiteSeer PKDD C. Lee Giles
2006	A	`conf`	Topic evolution and social interactions: how authors effect research. CIKM Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles
2006	—	`conf`	Towards Next Generation CiteSeer: A Flexible Architecture for Digital Library Deployment. ECDL Isaac G. Councill, C. Lee Giles, Ernesto Di Iorio, Marco Gori, Marco Maggini, Augusto Pucci
2005	—	`conf`	A Comparison of On-Line Computer Science Citation Databases. ECDL Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles
2005	Misc	`conf`	A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC Hui Han, Wei Xu, Hongyuan Zha, C. Lee Giles
2005	B	`conf`	A learning based model for headline extraction of news articles to find explanatory sentences for events. K-CAP Sandip Debnath, C. Lee Giles
2005	J	`jnl`	Automatic Identification of Informative Sections of Web Pages. IEEE Trans. Knowl. Data Eng. Sandip Debnath, Prasenjit Mitra, Nirmal Pal, C. Lee Giles
2005	B	`conf`	Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. K-CAP Isaac G. Councill, C. Lee Giles, Hui Han, Eren Manavoglu
2005	Misc	`conf`	Automatic extraction of informative blocks from webpages. SAC Sandip Debnath, Prasenjit Mitra, C. Lee Giles
2005	Misc	`conf`	Finding Base Time-Line of a News Article. FLAIRS Sandip Debnath, Prasenjit Mitra, C. Lee Giles
2005	C	`conf`	Identifying Content Blocks from Web Documents. ISMIS Sandip Debnath, Prasenjit Mitra, C. Lee Giles
2005	—	`conf`	Knowledge Discovery in Web-Directories: Finding Term-Relations to Build a Business Ontology. EC-Web Sandip Debnath, Tracy Mullen, Arun Upneja, C. Lee Giles
2005	B	`conf`	Learning term-relationships for ontology construction: creating business ontologies for event explanation. K-CAP Sandip Debnath, Arun Upneja, C. Lee Giles
2005	—	`conf`	Modeling the author bias between two on-line computer science citation databases. WWW (Special interest tracks and posters) Vaclav Petricek, Ingemar J. Cox, Hui Han, Isaac G. Councill, C. Lee Giles
2005	—	`conf`	Name disambiguation in author citations using a K-way spectral clustering method. JCDL Hui Han, Hongyuan Zha, C. Lee Giles
2005	—	`conf`	Recommender Systems for Intelligence Analysts. AAAI Spring Symposium: AI Technologies for Homeland Security Anna L. Buczak, Benjamin Grooters, Paul Kogut, Eren Manavoglu, C. Lee Giles
2005	Misc	`conf`	Rule-based word clustering for document metadata extraction. SAC Hui Han, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang
2005	—	`conf`	What's there and what's not?: focused crawling for missing documents in digital libraries. JCDL Ziming Zhuang, Rohit Wagle, C. Lee Giles
2004	A	`conf`	A service-oriented architecture for digital libraries. ICSOC Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill
2004	J	`jnl`	Analysis of lexical signatures for improving information persistence on the World Wide Web. ACM Trans. Inf. Syst. Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz
2004	A	`conf`	CiteSeer-API: towards seamless resource location and interlinking for digital libraries. CIKM Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han, Isaac G. Councill
2004	—	`conf`	CiteSeer: Past, Present, and Future. AWIC C. Lee Giles
2004	J	`jnl`	Collaborative Filtering with Maximum Entropy. IEEE Intell. Syst. Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles
2004	A*	`conf`	Comparing static and dynamic measurements and models of the Internet's AS topology. INFOCOM Seung-Taek Park, David M. Pennock, C. Lee Giles
2004	—	`conf`	Enabling interoperability for autonomous digital libraries: an API to citeseer services. JCDL Yves Petinot, C. Lee Giles, Vivek Bhatnagar, Pradeep B. Teregowda, Hui Han
2004	J	`jnl`	Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini
2004	J	`jnl`	Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. Gary William Flake, Paolo Frasconi, C. Lee Giles, Marco Maggini
2004	—	`conf`	Next generation CiteSeer. WIDM C. Lee Giles
2004	—	`conf`	Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. AH Arnaud De Bruyn, C. Lee Giles, David M. Pennock
2004	—	`conf`	Panorama: extending digital libraries with topical crawlers. JCDL Gautam Pant, Kostas Tsioutsiouliklis, Judy Johnson, C. Lee Giles
2004	—	`conf`	Two supervised learning approaches for name disambiguation in author citations. JCDL Hui Han, C. Lee Giles, Hongyuan Zha, Cheng Li, Kostas Tsioutsiouliklis
2004	B	`conf`	Using CITIDEL to develop and share class plans. ITiCSE Lillian N. Cassel, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones, Deborah Knox, John Impagliazzo, C. Lee Giles
2004	J	`jnl`	Who gets acknowledged: Measuring scientific contributions through automatic acknowledgment indexing. Proc. Natl. Acad. Sci. USA C. Lee Giles, Isaac G. Councill
2003	—	`conf`	A Caching Mechanism for Improving Internet based Mobile Ad Hoc Networks Performance. WWW (Posters) Sunho Lim, Seung-Taek Park, Wang-Chien Lee, Guohong Cao, Chita R. Das, C. Lee Giles
2003	—	`conf`	Automatic Document Metadata Extraction Using Support Vector Machines. JCDL Hui Han, C. Lee Giles, Eren Manavoglu, Hongyuan Zha, Zhenyue Zhang, Edward A. Fox
2003	A*	`conf`	Classification of source code archives. SIGIR Robert Krovetz, Secil Ugurel, C. Lee Giles
2003	A	`conf`	Don't move: the T-Rex effect in the predator-prey world. AAMAS Todd M. Bacastow, Brian R. Cook, Kam-Chuen Jim, C. Lee Giles
2003	—	`conf`	Enhancing distance learning using quality digital libraries and CITIDEL. Quality Education @ a Distance John A. N. Lee, John Impagliazzo, Lillian N. Cassel, Edward A. Fox, C. Lee Giles, Deborah Knox, Manuel A. Pérez-Quiñones
2003	A*	`conf`	Evolving Strategies for Focused Web Crawling. ICML Judy Johnson, Kostas Tsioutsiouliklis, C. Lee Giles
2003	A*	`conf`	Information incorporation in online in-Game sports betting markets. EC Sandip Debnath, David M. Pennock, C. Lee Giles, Steve Lawrence
2003	A*	`conf`	Probabilistic User Behavior Models. ICDM Eren Manavoglu, Dmitry Pavlov, C. Lee Giles
2003	A*	`conf`	Rule-based word clustering for text classification. SIGIR Hui Han, Eren Manavoglu, C. Lee Giles, Hongyuan Zha
2003	J	`jnl`	Search engine personalization: An exploratory study. First Monday Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath
2003	A*	`conf`	Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. INFOCOM Seung-Taek Park, Alexy Khrabrov, David M. Pennock, Steve Lawrence, C. Lee Giles, Lyle H. Ungar
2003	B	`conf`	Using an education oriented digital library to organize and present classes in computing and information. ITiCSE Lillian N. Cassel, John Impagliazzo, Deborah Knox, C. Lee Giles, Edward A. Fox, Jan Lee, Manuel A. Pérez-Quiñones
2003	—	`conf`	eBizSearch: An OAI-Compliant Digital Library for eBusiness. JCDL Yves Petinot, Pradeep B. Teregowda, Hui Han, C. Lee Giles, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal
2003	A*	`conf`	eBizSearch: a niche search engine for e-business. SIGIR C. Lee Giles, Yves Petinot, Pradeep B. Teregowda, Hui Han, Steve Lawrence, Arvind Rangaswamy, Nirmal Pal
2002	A*	`conf`	Analysis of lexical signatures for finding lost or related documents. SIGIR Seung-Taek Park, David M. Pennock, C. Lee Giles, Robert Krovetz
2002	A*	`conf`	Extracting query modifications from nonlinear SVMs. WWW Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles
2002	—	`conf`	Learning Communication for Multi-agent Systems. WRAC C. Lee Giles, Kam-Chuen Jim
2002	A	`conf`	Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. UAI David M. Pennock, Sandip Debnath, Eric J. Glover, C. Lee Giles
2002	—	`conf`	Personlization of Search Engine Web Sites: All Bark, Little Bite. International Conference on Internet Computing Yashmeet Khopkar, Amanda Spink, C. Lee Giles, Prital Shah, Sandip Debnath
2002	J	`jnl`	Self-Organization and Identification of Web Communities. Computer Gary William Flake, Steve Lawrence, C. Lee Giles, Frans Coetzee
2002	A*	`conf`	What's the code?: automatic classification of source code archives. KDD Secil Ugurel, Robert Krovetz, C. Lee Giles
2002	J	`jnl`	Winners don't take all: Characterizing the competition for links on the web Proc. Natl. Acad. Sci. USA David M. Pennock, Gary William Flake, Steve Lawrence, Eric J. Glover, C. Lee Giles
2001	J	`jnl`	Attractive Periodic Sets in Discrete-Time Recurrent Networks (with Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks). Neural Comput. Peter Tiño, Bill G. Horne, C. Lee Giles
2001	A*	`conf`	Extracting collective probabilistic forecasts from web games. KDD David M. Pennock, Steve Lawrence, Finn Årup Nielsen, C. Lee Giles
2001	—	`conf`	Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. SAINT Frans Coetzee, Eric J. Glover, Steve Lawrence, C. Lee Giles
2001	—	`conf`	How communication can improve the performance of multi-agent systems. Agents Kam-Chuen Jim, C. Lee Giles
2001	—	`conf`	Improving Category Specific Web Search by Learning Query Modifications. SAINT Eric J. Glover, Gary William Flake, Steve Lawrence, William P. Birmingham, Andries Kruger, C. Lee Giles, David M. Pennock
2001	J	`jnl`	Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Mach. Learn. C. Lee Giles, Steve Lawrence, Ah Chung Tsoi
2001	J	`jnl`	Persistence of Web References in Scientific Research. Computer Steve Lawrence, David M. Pennock, Gary William Flake, Robert Krovetz, Frans Coetzee, Eric J. Glover, Finn Årup Nielsen, Andries Kruger, C. Lee Giles
2001	J	`jnl`	Scholarly publishing in the Internet age: a citation analysis of computer science literature. Inf. Process. Manag. Abby Goodrum, Katherine W. McCain, Steve Lawrence, C. Lee Giles
2001	—	`ed.`	Sequence Learning - Paradigms, Algorithms, and Applications Sequence Learning Ron Sun, C. Lee Giles
2001	J	`jnl`	Sequence Learning: From Recognition and Prediction to Sequential Decision Making. IEEE Intell. Syst. Ron Sun, C. Lee Giles
2001	J	`jnl`	Web Search - Your Way. Commun. ACM Eric J. Glover, Steve Lawrence, Michael D. Gordon, William P. Birmingham, C. Lee Giles
2000	A*	`conf`	A Normative Examination of Ensemble Learning Algorithms. ICML David M. Pennock, Pedrito Maynard-Reid II, C. Lee Giles, Eric Horvitz
2000	J	`jnl`	Accessibility of information on the Web. Intell. Steve Lawrence, C. Lee Giles
2000	A	`conf`	Bayesian Classification and Feature Selection from Finite Data Sets. UAI Frans Coetzee, Steve Lawrence, C. Lee Giles
2000	—	`conf`	Clustering and Identifying Temporal Trends in Document Databases. ADL Alexandrin Popescul, Gary William Flake, Steve Lawrence, Lyle H. Ungar, C. Lee Giles
2000	A	`conf`	Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles
2000	A	`conf`	DEADLINER: Building a New Niche Search Engine. CIKM Andries Kruger, C. Lee Giles, Frans Coetzee, Eric J. Glover, Gary William Flake, Steve Lawrence, Christian W. Omlin
2000	J	`jnl`	Discovering Relevant Scientific Literature on the Web. IEEE Intell. Syst. Kurt Dewitt Bollacker, Steve Lawrence, C. Lee Giles
2000	A*	`conf`	Efficient identification of Web communities. KDD Gary William Flake, Steve Lawrence, C. Lee Giles
2000	A*	`conf`	Focused Crawling Using Context Graphs. VLDB Michelangelo Diligenti, Frans Coetzee, Steve Lawrence, C. Lee Giles, Marco Gori
2000	—	`conf`	Inquirus Web Meta-Search Tool: A User Evlaution Study. WebNet Amanda Spink, C. Lee Giles, Steve Lawrence
2000	J	`jnl`	Learning Chaotic Attractors by Neural Networks. Neural Comput. Rembrandt Bakker, Jaap C. Schouten, C. Lee Giles, Floris Takens, Cor M. van den Bleek
2000	J	`jnl`	Natural Language Grammatical Inference with Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. Steve Lawrence, C. Lee Giles, Sandiway Fong
2000	—	`conf`	Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. IJCNN (1) Steve Lawrence, C. Lee Giles
2000	—	`conf`	Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. NIPS Rich Caruana, Steve Lawrence, C. Lee Giles
2000	A	`conf`	Persistence of information on the web: Analyzing citations contained in research articles. CIKM Steve Lawrence, Frans Coetzee, Gary William Flake, David M. Pennock, Robert Krovetz, Finn Årup Nielsen, Andries Kruger, C. Lee Giles
2000	A*	`conf`	Self-Adaptive User Profiles for Large-Scale Data Delivery. ICDE Ugur Çetintemel, Michael J. Franklin, C. Lee Giles
2000	—	`conf`	Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI David M. Pennock, Eric Horvitz, C. Lee Giles
2000	J	`jnl`	Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. Artif. Life Kam-Chuen Jim, C. Lee Giles
1999	—	`conf`	A System for Automatic Personalized Tracking of Scientific Literature on the Web. ACM DL Kurt Dewitt Bollacker, Steve Lawrence, C. Lee Giles
1999	J	`jnl`	Alternative discrete-time operators: an algorithm for optimal selection of parameters. IEEE Trans. Signal Process. Andrew D. Back, Bill G. Horne, Ah Chung Tsoi, C. Lee Giles
1999	A	`conf`	Architecture of a Metasearch Engine That Supports User Information Needs. CIKM Eric J. Glover, Steve Lawrence, William P. Birmingham, C. Lee Giles
1999	—	`conf`	Autonomous Citation Matching. Agents Steve Lawrence, C. Lee Giles, Kurt Dewitt Bollacker
1999	J	`jnl`	Digital Libraries and Autonomous Citation Indexing. Computer Steve Lawrence, C. Lee Giles, Kurt Dewitt Bollacker
1999	—	`conf`	Distributed Error Correction. ACM DL Steve Lawrence, Kurt Bollacker, C. Lee Giles
1999	J	`jnl`	Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems. Proc. IEEE C. Lee Giles, Christian W. Omlin, Karvel K. Thornber
1999	A	`conf`	Indexing and Retrieval of Scientific Literature. CIKM Steve Lawrence, Kurt Bollacker, C. Lee Giles
1999	—	`conf`	Robust Learning of Chaotic Attractors. NIPS Rembrandt Bakker, Jaap C. Schouten, Marc-Olivier Coppens, Floris Takens, C. Lee Giles, Cor M. van den Bleek
1999	A	`conf`	Searching the Web: Can You Find What You Want? CIKM C. Lee Giles
1999	J	`jnl`	Searching the Web: general and scientific information access. IEEE Commun. Mag. Steve Lawrence, C. Lee Giles
1999	Misc	`conf`	Text and Image Metasearch on the Web. PDPTA Steve Lawrence, C. Lee Giles
1998	—	`ed.`	Adaptive Processing of Sequences and Data Structures, International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures Summer School on Neural Networks C. Lee Giles, Marco Gori
1998	—	`conf`	CiteSeer: An Automatic Citation Indexing System. ACM DL C. Lee Giles, Kurt Dewitt Bollacker, Steve Lawrence
1998	—	`conf`	CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. Agents Kurt Dewitt Bollacker, Steve Lawrence, C. Lee Giles
1998	J	`jnl`	Context and Page Analysis for Improved Web Search. IEEE Internet Comput. Steve Lawrence, C. Lee Giles
1998	—	`conf`	Evaluating Answer Quality/Efficiency Tradeoffs. KRDB Ugur Çetintemel, Björn Þór Jónsson, Michael J. Franklin, C. Lee Giles, Divesh Srivastava
1998	—	`conf`	Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. Hybrid Neural Systems Christian W. Omlin, C. Lee Giles, Karvel K. Thornber
1998	J	`jnl`	How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. Neural Networks Tsungnan Lin, Bill G. Horne, C. Lee Giles
1998	J	`jnl`	Inquirus, the NECI Meta Search Engine. Comput. Networks Steve Lawrence, C. Lee Giles
1998	J	`jnl`	Neural Networks And Hybrid Intelligent Models: Foundations, Theory, And Applications. IEEE Trans. Neural Networks C. Lee Giles, R. Sun, Jacek M. Zurada
1998	Misc	`conf`	Reconfigurable Processor Architectures Exploiting High Bandwidth Optical Channels. FCCM Majd F. Sakr, Steven P. Levitan, C. Lee Giles, Donald M. Chiarulli
1997	J	`jnl`	A delay damage model selection algorithm for NARX neural networks. IEEE Trans. Signal Process. Tsung-Nan Lin, C. Lee Giles, Bill G. Horne, Sun-Yuan Kung
1997	J	`jnl`	Computational capabilities of recurrent NARX neural networks. IEEE Trans. Syst. Man Cybern. Part B Hava T. Siegelmann, Bill G. Horne, C. Lee Giles
1997	J	`jnl`	Face recognition: a convolutional neural-network approach. IEEE Trans. Neural Networks Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back
1997	—	`conf`	Intelligent Methods for File System Optimization. AAAI/IAAI Leo Kuvayev, C. Lee Giles, James Philbin, Henry Cejtin
1997	—	`conf`	Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI Steve Lawrence, C. Lee Giles, Ah Chung Tsoi
1997	J	`jnl`	On the distribution of performance from multiple neural-network trials. IEEE Trans. Neural Networks Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles
1997	A*	`conf`	Predicting Multiprocessor Memory Access Patterns with Learning Models. ICML Majd F. Sakr, Steven P. Levitan, Donald M. Chiarulli, Bill G. Horne, C. Lee Giles
1997	—	`conf`	Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI C. Lee Giles, Steve Lawrence
1997	—	`conf`	Rule inference for financial prediction using recurrent neural networks. CIFEr C. Lee Giles, Steve Lawrence, Ah Chung Tsoi
1997	—	`conf`	The Neural Network Pushdown Automaton: Architecture, Dynamics and Training. Summer School on Neural Networks Guo-Zheng Sun, C. Lee Giles, Hsing-Hen Chen
1997	J	`jnl`	The complexity of language recognition by neural networks. Neurocomputing Hava T. Siegelmann, C. Lee Giles
1997	J	`jnl`	Time-delay neural networks: representation and induction of finite-state machines. IEEE Trans. Neural Networks Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell
1996	J	`jnl`	An analysis of noise in recurrent neural networks: convergence and generalization. IEEE Trans. Neural Networks Kam-Chuen Jim, C. Lee Giles, Bill G. Horne
1996	—	`conf`	Can recurrent neural networks learn natural language grammars? ICNN Steve Lawrence, C. Lee Giles, Sandiway Fong
1996	J	`jnl`	Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. J. ACM Christian W. Omlin, C. Lee Giles
1996	A*	`conf`	Convolutional Neural Networks for Face Recognition. CVPR Steve Lawrence, C. Lee Giles, Ah Chung Tsoi
1996	—	`conf`	Correctness, efficiency, extendability and maintainability in neural network simulation. ICNN Steve Lawrence, Ah Chung Tsoi, C. Lee Giles
1996	J	`jnl`	Extraction of rules from discrete-time recurrent neural networks. Neural Networks Christian W. Omlin, C. Lee Giles
1996	J	`jnl`	Learning long-term dependencies in NARX recurrent neural networks. IEEE Trans. Neural Networks Tsungnan Lin, Bill G. Horne, Peter Tiño, C. Lee Giles
1996	—	`conf`	Local minima and generalization. ICNN Steve Lawrence, Ah Chung Tsoi, C. Lee Giles
1996	—	`ch.`	Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles
1996	—	`conf`	Online prediction of multiprocessor memory access patterns. ICNN Majd F. Sakr, C. Lee Giles, Steven P. Levitan, Bill G. Horne, Marco Maggini, Donald M. Chiarulli
1996	—	`conf`	Representation and Induction of Finite State Machines using Time-Delay Neural Networks. NIPS Daniel S. Clouse, C. Lee Giles, Bill G. Horne, Garrison W. Cottrell
1996	—	`conf`	Representation of fuzzy finite state automata in continuous recurrent, neural networks. ICNN Christian W. Omlin, Karvel K. Thornber, C. Lee Giles
1996	J	`jnl`	Rule Revision With Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. Christian W. Omlin, C. Lee Giles
1996	J	`jnl`	Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. Neural Comput. Christian W. Omlin, C. Lee Giles
1995	J	`jnl`	Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution. IEEE Trans. Neural Networks C. Lee Giles, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Mark W. Goudreau
1995	J	`jnl`	Learning a class of large finite state machines with a recurrent neural network. Neural Networks C. Lee Giles, Bill G. Horne, Tsungnan Lin
1995	—	`conf`	Learning long-term dependencies is not as difficult with NARX networks. NIPS Tsungnan Lin, Bill G. Horne, Peter Tiño, C. Lee Giles
1995	—	`conf`	Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. Learning for Natural Language Processing Steve Lawrence, Sandiway Fong, C. Lee Giles
1995	J	`jnl`	Using recurrent neural networks to learn the structure of interconnection networks. Neural Networks Mark W. Goudreau, C. Lee Giles
1995	B	`conf`	What NARX Networks Can Compute. SOFSEM Bill G. Horne, Hava T. Siegelmann, C. Lee Giles
1994	—	`conf`	An experimental comparison of recurrent neural networks. NIPS Bill G. Horne, C. Lee Giles
1994	J	`jnl`	Dynamic recurrent neural networks: Theory and applications. IEEE Trans. Neural Networks Learn. Syst. C. Lee Giles, Gary M. Kuhn, Ronald J. Williams
1994	—	`conf`	Effects of Noise on Convergence and Generalization in Recurrent Networks. NIPS Kam-Chuen Jim, Bill G. Horne, C. Lee Giles
1994	J	`jnl`	First-order versus second-order single-layer recurrent neural networks. IEEE Trans. Neural Networks Mark W. Goudreau, C. Lee Giles, Srimat T. Chakradhar, Dong Chen
1994	—	`conf`	Learning with Product Units. NIPS Laurens R. Leerink, C. Lee Giles, Bill G. Horne, Marwan A. Jabri
1994	J	`jnl`	Pruning recurrent neural networks for improved generalization performance. IEEE Trans. Neural Networks C. Lee Giles, Christian W. Omlin
1993	—	`ed.`	Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30 - December 3, 1992] NIPS Stephen Jose Hanson, Jack D. Cowan, C. Lee Giles
1993	—	`conf`	Constructive learning of recurrent neural networks. ICNN Dong Chen, C. Lee Giles, Guo-Zheng Sun, H. H. Chen, Yee-Chun Lee, Mark W. Goudreau
1993	J	`jnl`	Experimental Comparison of the Effect of Order in Recurrent Neural Networks. Int. J. Pattern Recognit. Artif. Intell. Clifford B. Miller, C. Lee Giles
1993	—	`conf`	Rule refinement with recurrent neural networks. ICNN C. Lee Giles, Christian W. Omlin
1992	J	`jnl`	Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks. Neural Comput. C. Lee Giles, Clifford B. Miller, Dong Chen, Hsing-Hen Chen, Guo-Zheng Sun, Yee-Chun Lee
1992	J	`jnl`	Routing in Random Multistage Interconnections Networks: Comparing Exhaustive Search, Greedy and Neural Network Approaches. Int. J. Neural Syst. Mark W. Goudreau, C. Lee Giles
1992	—	`conf`	The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) Hava T. Siegelmann, Eduardo D. Sontag, C. Lee Giles
1992	—	`conf`	Training Second-Order Recurrent Neural Networks using Hints. ML Christian W. Omlin, C. Lee Giles
1992	—	`conf`	Using Prior Knowledge in a {NNPDA} to Learn Context-Free Languages. NIPS Sreerupa Das, C. Lee Giles, Guo-Zheng Sun
1991	—	`conf`	Extracting and Learning an Unknown Grammar with Recurrent Neural Networks. NIPS C. Lee Giles, Clifford B. Miller, Dong Chen, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee
1991	—	`conf`	Neural Network Routing for Random Multistage Interconnection Networks. NIPS Mark W. Goudreau, C. Lee Giles
1990	B	`conf`	Recurrent neural networks, hidden Markov models and stochastic grammars. IJCNN Guo-Zheng Sun, H. H. Chen, Yee-Chun Lee, C. Lee Giles
1989	—	`conf`	Higher Order Recurrent Networks and Grammatical Inference. NIPS C. Lee Giles, Guo-Zheng Sun, Hsing-Hen Chen, Yee-Chun Lee, Dong Chen
1988	J	`jnl`	Computational advantages of higher order neural networks. Neural Networks C. Lee Giles, R. D. Griffin, T. Maxwell
1987	—	`conf`	Encoding Geometric Invariances in Higher-Order Neural Networks. NIPS C. Lee Giles, R. D. Griffin, T. Maxwell
1986	—	`conf`	Future directions in optical computing (panel session). ACM Conference on Computer Science C. Lee Giles, Alan Huang, Fred J. Leonberger, John A. Neff
1985	—	`conf`	Optical Adaptive Associative Computer Architectures. COMPCON Arthur Douglas Fisher, C. Lee Giles