| 2025 | WWW | APEER : Automatic Prompt Engineering Enhances Large Language Model Reranking. | Can Jin, Hongwu Peng, Shiyu Zhao, Zhenting Wang, Wujiang Xu, Ligong Han, Jiahui Zhao, Kai Zhong, Sanguthevar Rajasekaran, Dimitris N. Metaxas |
| 2023 | IIWAS | Novel Blocking Techniques and Distance Metrics for Record Linkage. | Nachiket Deo, Joyanta Basak, Ahmed Soliman, Daniel Weinberg, Rebecca C. Steorts, Sanguthevar Rajasekaran |
| 2022 | ACL | Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. | Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding |
| 2022 | IJCNN | Variance of the Gradient Also Matters: Privacy Leakage from Gradients. | Yijue Wang, Jieren Deng, Dan Guo, Chenghong Wang, Xianrui Meng, Hang Liu, Chao Shang, Binghui Wang, Qin Cao, Caiwen Ding, Sanguthevar Rajasekaran |
| 2021 | EMNLP | TAG: Gradient Attack on Transformer-based Language Models. | Jieren Deng, Yijue Wang, Ji Li, Chenghong Wang, Chao Shang, Hang Liu, Sanguthevar Rajasekaran, Caiwen Ding |
| 2021 | EMNLP | A Secure and Efficient Federated Learning Framework for NLP. | Chenghong Wang, Jieren Deng, Xianrui Meng, Yijue Wang, Ji Li, Sheng Lin, Shuo Han, Fei Miao, Sanguthevar Rajasekaran, Caiwen Ding |
| 2021 | IJCAI | Against Membership Inference Attack: Pruning is All You Need. | Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran |
| 2020 | ADMA | MSPP: A Highly Efficient and Scalable Algorithm for Mining Similar Pairs of Points. | Subrata Saha, Ahmed Soliman, Sanguthevar Rajasekaran |
| 2020 | IJCNN | Predicting Outcomes of Chemical Reactions: A Seq2Seq Approach with Multi-view Attention and Edge Embedding. | Xia Xiao, Chao Shang, Jinbo Bi, Sanguthevar Rajasekaran |
| 2019 | CIKM | Adversarial Structured Neural Network Pruning. | Xingyu Cai, Jinfeng Yi, Fan Zhang, Sanguthevar Rajasekaran |
| 2019 | CIKM | Efficient Sequential and Parallel Algorithms for Estimating Higher Order Spectra. | Zigeng Wang, Abdullah-Al Mamun, Xingyu Cai, Nalini Ravishanker, Sanguthevar Rajasekaran |
| 2019 | HPCC | Efficient Randomized Feature Selection Algorithms. | Zigeng Wang, Sanguthevar Rajasekaran |
| 2019 | ISCC | Real-Time Decision Making for Underwater Big Data Applications Using the Apriori Algorithm. | Hussain Mobarak Albarakati, Reda Ammar, Raafat S. Elfouly, Sanguthevar Rajasekaran |
| 2018 | HPCC | Novel Speedup Techniques for Parallel Singular Value Decomposition. | Peng Xiao, Zigeng Wang, Sanguthevar Rajasekaran |
| 2018 | ICANN | PMGAN: Paralleled Mix-Generator Generative Adversarial Networks with Balance Control. | Xia Xiao, Sanguthevar Rajasekaran |
| 2018 | PAKDD | Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional Spaces. | Xingyu Cai, Sanguthevar Rajasekaran, Fan Zhang |
| 2018 | SDM | JUMP: A Fast Deterministic Algorithm to Find the Closest Pair of Subsequences. | Xingyu Cai, Shanglin Zhou, Sanguthevar Rajasekaran |
| 2017 | ICDM | Novel Exact and Approximate Algorithms for the Closest Pair Problem. | Sanguthevar Rajasekaran, Subrata Saha, Xingyu Cai |
| 2016 | CIKM | Efficient Algorithms for the Two Locus Problem in Genome-Wide Association Study: Algorithms for the Two Locus Problem. | Sanguthevar Rajasekaran, Subrata Saha |
| 2016 | HPCC | On Speeding-Up Parallel Jacobi Iterations for SVDs. | Soumitra Pal, Sudipta Pathak, Sanguthevar Rajasekaran |
| 2016 | ICDM | Efficient Algorithms for the Three Locus Problem in Genome-Wide Association Study. | Sanguthevar Rajasekaran, Subrata Saha |
| 2016 | ISCC | An efficient Minimum Spanning Tree algorithm. | Abdullah-Al Mamun, Sanguthevar Rajasekaran |
| 2016 | ISCC | Taking swarms to the field: Constrained Spiral Flocking for underwater search. | Sherif Tolba, Reda Ammar, Sanguthevar Rajasekaran |
| 2016 | LATA | An Error Correcting Parser for Context Free Grammars that Takes Less Than Cubic Time. | Sanguthevar Rajasekaran, Marius Nicolae |
| 2015 | ISCC | Taking swarms to the field: A framework for underwater mission planning. | Sherif Tolba, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2014 | ISCC | Coordinated multi-surface gateway redeployment for enhanced performance in underwater sensor networks. | Manal Al-Bzoor, Reda A. Ammar, Jun-Hong Cui, Sanguthevar Rajasekaran |
| 2014 | ISCC | Disjunctive rules mining from uncertain databases. | Manal Alharbi, Priya Periaswamy, Sanguthevar Rajasekaran |
| 2014 | ISCC | Message from the technical program co-chairs. | Susana Sargento, Sanguthevar Rajasekaran, Mario A. R. Dantas |
| 2013 | ADMA | A Novel Deterministic Sampling Technique to Speedup Clustering Algorithms. | Sanguthevar Rajasekaran, Subrata Saha |
| 2013 | CEC | Integrating clonal selection and deterministic sampling for efficient associative classification. | Samir A. Mohamed Elsayed, Sanguthevar Rajasekaran, Reda A. Ammar |
| 2013 | ISCC | An adaptive surface sink redeployment strategy for Underwater Sensor Networks. | Manal Al-Bzoor, Yibo Zhu, Jun Liu, Reda A. Ammar, Jun-Hong Cui, Sanguthevar Rajasekaran |
| 2013 | ISCC | Fast GPU algorithms for implementing the red-black Gauss-Seidel method for Solving Partial Differential Equations. | Mahmoud El Maghrbay, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2013 | ISCC | A two-pass exact algorithm for selection on Parallel Disk Systems. | Tian Mi, Sanguthevar Rajasekaran |
| 2012 | ICCSA | An Artificial Immune System Approach to Associative Classification. | Samir A. Mohamed Elsayed, Sanguthevar Rajasekaran, Reda A. Ammar |
| 2012 | ISCC | A novel algorithm for technical articles classification based on gene selection. | Rania Kilany, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2012 | ISCC | PADP: Prediction assisted dynamic surface gateway placement for mobile underwater networks. | Jun Liu, Xu Han, Manal Al-Bzoor, Michael Zuba, Jun-Hong Cui, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2012 | ISCC | Fast GPU algorithms for endmember extraction from hyperspectral images. | Mahmoud Maghrbay, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2012 | SAC | Artificial Immune Systems: Models, Applications, and challenges. | Samir A. Mohamed Elsayed, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2011 | ISCC | An efficient heuristic for estimating transportation network vulnerability. | Saleh Ibrahim, Reda A. Ammar, Sanguthevar Rajasekaran, Nicholas Lownes, Qixing Wang, Dolly Sharma |
| 2010 | CATA | FFTI: Fast In-Place FFT on the Cell Broadband Engine. | Mohamed F. Ahmed, Sanguthevar Rajasekaran, Reda A. Ammar |
| 2010 | CATA | Network A Randomized Automatic Pixel Purity Index Technique. | Mahmoud Maghrbay, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2010 | COCOA | An Efficient Algorithm for Chinese Postman Walk on Bi-directed de Bruijn Graphs. | Vamsi Kundeti, Sanguthevar Rajasekaran, Hieu Dinh |
| 2010 | DNA | Randomized Self Assembly of Rectangular Nano Structures. | Vamsi Kundeti, Sanguthevar Rajasekaran |
| 2010 | ICPP | An Efficient Randomized Routing Protocol for Single-Hop Radio Networks. | Sanguthevar Rajasekaran, Dolly Sharma, Reda A. Ammar, Nicholas Lownes |
| 2009 | BIBE | On the Hardness of the Border Length Minimization Problem. | Vamsi Kundeti, Sanguthevar Rajasekaran |
| 2009 | CEC | Generalized algorithms for generating balanced modulation codes in protein-based volumetric memories. | Vamsi Kundeti, Sanguthevar Rajasekaran, Robert Birge |
| 2009 | CIBCB | Degenerate primer selection algorithms. | Dolly Sharma, Sudha Balla, Sanguthevar Rajasekaran, Nikoletta DiGirolamo |
| 2009 | CIBCB | A Simple Algorithm for (l, d) Motif Search1. | Dolly Sharma, Sanguthevar Rajasekaran |
| 2009 | ISCC | Novel micro-threading techniques on the Cell Broadband Engine. | Mohamed F. Ahmed, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2008 | BIBE | Faster greedy algorithms for Multiple Degenerate Primer Selection. | Sudha Balla, Sanguthevar Rajasekaran, Ion I. Mandoiu |
| 2008 | BIBE | A local structural alignment algorithm with Variable Length Alignment Fragment Pairs. | Vamsi Kundeti, Sanguthevar Rajasekaran |
| 2008 | HiPC | Efficient PDM Sorting Algorithms. | Vamsi Kundeti, Sanguthevar Rajasekaran |
| 2008 | ICCS | Extending the Four Russian Algorithm to Compute the Edit Script in Linear Space. | Vamsi Kundeti, Sanguthevar Rajasekaran |
| 2008 | ISCC | Efficient sorting algorithms for the cell broadband engine. | Dolly Sharma, Vishal Thapar, Reda A. Ammar, Sanguthevar Rajasekaran, Mohamed Ahmed |
| 2007 | AINA | A Greedy Correlation-Incorporated SVM-Based Algorithm for Gene Selection. | Mingjun Song, Sanguthevar Rajasekaran |
| 2007 | BIBE | Self-Optimizing Parallel Algorithms for Haplotype Reconstruction and Their Evaluation on the JPT and CHB Genotype Data. | Dragos Trinca, Sanguthevar Rajasekaran |
| 2007 | DaWaK | Fast Cryptographic Multi-party Protocols for Computing Boolean Scalar Products with Applications to Privacy-Preserving Association Rule Mining in Vertically Partitioned Data. | Dragos Trinca, Sanguthevar Rajasekaran |
| 2007 | HPCC | A Block JRS Algorithm for Highly Parallel Computation of SVDs. | Mostafa I. Soliman, Sanguthevar Rajasekaran, Reda A. Ammar |
| 2007 | IPCCC | Towards a Collusion-Resistant Algebraic Multi-Party Protocol for Privacy-Preserving Association Rule Mining in Vertically Partitioned Data. | Dragos Trinca, Sanguthevar Rajasekaran |
| 2007 | ISCC | Efficient Scheduling of Real-time Tandem Task Graphs on Heterogeneous Clusters with Network Limitations. | Reda A. Ammar, Sanguthevar Rajasekaran, Ahmed Hussein, Abeer Hamdy |
| 2007 | WABI | Fast Algorithms for Selecting Specific siRNA in Complete mRNA Data. | Jaime I. Dvila, Sudha Balla, Sanguthevar Rajasekaran |
| 2006 | BIBE | Extending Pattern Branching to Handle Challenging Instances. | Jaime I. Dvila, Sanguthevar Rajasekaran |
| 2006 | HPCC | A Novel Scheme for the Parallel Computation of SVDs. | Sanguthevar Rajasekaran, Mingjun Song |
| 2006 | ICCS | Space and Time Efficient Algorithms for Planted Motif Search. | Jaime I. Dvila, Sudha Balla, Sanguthevar Rajasekaran |
| 2005 | APBC | Exact algorithms for planted motif challenge problems. | Sanguthevar Rajasekaran, Sudha Balla, Chun-Hsi Huang |
| 2005 | APBC | Exact algorithms for motif search. | Sanguthevar Rajasekaran, Sudha Balla, Chun-Hsi Huang, Vishal Thapar, Michael R. Gryk, Mark W. Maciejewski, Martin R. Schiller |
| 2005 | CCGRID | BioGrid- bridging life science and information technology. | Chun-Hsi Huang, Sanguthevar Rajasekaran |
| 2005 | ISAAC | A Simple Optimal Randomized Algorithm for Sorting on the PDM. | Sanguthevar Rajasekaran, Sandeep Sen |
| 2005 | ISAAC | Fast k-Means Algorithms with Constant Approximation. | Mingjun Song, Sanguthevar Rajasekaran |
| 2005 | ISCC | Maximizing Reliability While Scheduling Real-Time Task-Graphs on a Cluster of Computers. | Alaa Amin, Reda A. Ammar, Sanguthevar Rajasekaran |
| 2005 | KES | A Framework for Mining Association Rules. | Jun Luo, Sanguthevar Rajasekaran |
| 2005 | SAC | Finding frequent itemsets by transaction mapping. | Mingjun Song, Sanguthevar Rajasekaran |
| 2004 | CATA | Efficient Parallel Simulation of Direct Methanol Fuel Cell Models. | Sanguthevar Rajasekaran, Reda A. Ammar, K. Reifsnider, Luke E. K. Achenie, Ahmed M. Mohamed, G. Zhang, M. Ahmed |
| 2004 | ICPADS | A Fundamental Problem in Computer and Communication. | Sanguthevar Rajasekaran, Jaime I. Dvila |
| 2004 | KES | FIT: A Fast Algorithm for Discovering Frequent Itemsets in Large Databases. | Jun Luo, Sanguthevar Rajasekaran |
| 2003 | ICTAI | TROJAN: A Scalable Distributed Semantic Network System. | Chain-Wu Lee, Chun-Hsi Huang, Sanguthevar Rajasekaran |
| 2001 | IDEAS | Novel Algorithms for Computing Medians and Other Quantiles of Disk-Resident Data. | Lixin Fu, Sanguthevar Rajasekaran |
| 1998 | SPAA | A Framework for Simple Sorting Algorithms on Parallel Disk Systems (Extended Abstract). | Sanguthevar Rajasekaran |
| 1996 | PDPTA | Efficient Selection and Sorting Schemes for Processing Large Distributed Files in Finite Projectives Plane. | David S. L. Wei, Sanguthevar Rajasekaran, Sy-Yen Kuo |
| 1995 | ACL | TAL Recognition in O(M(n | Sanguthevar Rajasekaran |
| 1995 | ICPP | Sorting and Selection on Distributed Memory Bus Computers. | Sanguthevar Rajasekaran, Sartaj Sahni |
| 1994 | CAV | A Parallel Algorithm for Relational Coarsest Partition Problems and Its Implementation. | Insup Lee, Sanguthevar Rajasekaran |
| 1994 | ISAAC | Unifying Themes for Network Selection. | Sanguthevar Rajasekaran, Wang Chen, Shibu Yooseph |
| 1993 | ESA | Mesh Connected Computers with Fixed and Reconfigurable Buses: Packet Routing, Sorting, and Selection. | Sanguthevar Rajasekaran |
| 1993 | ISAAC | Permutation Routing on Reconfigurable Meshes. | J. C. Cogolludo, Sanguthevar Rajasekaran |
| 1992 | SPAA | Matching the Bisection Bound for Routing and Sorting on the Mesh. | Michael Kaufmann, Sanguthevar Rajasekaran, Jop F. Sibeyn |
| 1991 | ICPP | Emulation of a PRAM on Leveled Networks. | Michael A. Palis, Sanguthevar Rajasekaran, David S. L. Wei |
| 1991 | STACS | Constant Queue Routing on a Mesh. | Sanguthevar Rajasekaran, Richard Overholt |
| 1989 | COLT | The Light Bulb Problem. | Ramamohan Paturi, Sanguthevar Rajasekaran, John H. Reif |
| 1988 | ICALP | Nested Annealing: A Provable Improvement to Simulated Annealing. | Sanguthevar Rajasekaran, John H. Reif |
| 1987 | FCT | Ranomized Parallel Computation. | Sanguthevar Rajasekaran, John H. Reif |