Below is a list of recent publications by Rutgers students and faculty members.
2024
G-Learned Index: Enabling Efficient Learned Index on GPU
J Liu, F Zhang, L Lu, C Qi, X Guo, D Deng, G Li, H Zhang, J Zhai, H Zhang, …
IEEE Transactions on Parallel and Distributed Systems, 2024
SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search
C Zuo, M Qiao, W Zhou, F Li, D Deng
Proceedings of the ACM on Management of Data 2 (1), 1-26, 2024
OmniCache: Collaborative Caching for Near-storage Accelerators
J Zhang, Y Ren, M Nguyen, C Min, S Kannan
22th USENIX Conference on File and Storage Technologies (FAST 24), 2024
Full Spatial and Temporal Memory Safety for C
S Nagarakatte
IEEE Security & Privacy, 2024
Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods
NH Pham, KL Vo, MA Vu, T Nguyen, MA Riegler, P Halvorsen, BT Nguyen
International Conference on Multimedia Modeling, 103-116, 2024
Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives
W Qiu, W Mao, H Zhu
Advances in Neural Information Processing Systems 36, 2024
2023
Near-Duplicate Sequence Search at Scale for Large Language Model Memorization Evaluation
Z Peng, Z Wang, D Deng
Proceedings of the ACM on Management of Data 1 (2), 1-18, 2023
ARKGraph: All-Range Approximate K-Nearest-Neighbor Graph
C Zuo, D Deng
Proceedings of the VLDB Endowment 16 (10), 2645-2658, 2023
The case for learned provenance graph storage systems
H Ding, J Zhai, D Deng, S Ma
32nd USENIX Security Symposium (USENIX Security 23), 3277-3294, 2023
Towards an accelerator for differential and algebraic equations useful to scientists
J Garcia-Mallen, S Ping, A Miralles-Cordal, I Martin, M Ramakrishnan, …
IEEE Computer Architecture Letters, 2023
Enabling high-performance and secure userspace nvm file systems with the trio architecture
D Zhou, V Aschenbrenner, T Lyu, J Zhang, S Kannan, S Kashyap
Proceedings of the 29th Symposium on Operating Systems Principles, 150-165, 2023
Towards Application Centric Carbon Emission Management
S Kannan, U Kremer
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 1-7, 2023
Mosaic pages: Big tlb reach with small pages
K Gosakan, J Han, W Kuszmaul, IN Mubarek, N Mukherjee, K Sriram, …
Proceedings of the 28th ACM International Conference on Architectural …, 2023
{TENET}: Memory Safe and Fault Tolerant Persistent Transactional Memory
RM Krishnan, D Zhou, WH Kim, S Kannan, S Kashyap, C Min
21st USENIX Conference on File and Storage Technologies (FAST 23), 247-264, 2023
Algorithmic transparency and accountability through crowdsourcing: A study of the nyc school admission lottery
A Marian
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
One of Us: a Multiplayer Web-based Game for Digital Evidence Acquisition of Scripts through Crowdsourcing
V Kalokyri, A Borgida, A Marian
Proceedings of the 2023 Conference on Human Information Interaction and …, 2023
A Radar Based User Discrimination System for Medication Adherence Monitoring
M Aldeer, D Waterworth, P Jain, X Meng, RP Martin, J Ortiz
Proceedings of the 22nd International Conference on Information Processing …, 2023
Verifying the Verifier: eBPF Range Analysis Verification
H Vishwanathan, M Shachnai, S Narayana, S Nagarakatte
International Conference on Computer Aided Verification, 226-251, 2023
Fast Polynomial Evaluation for Correctly Rounded Elementary Functions using the RLIBM Approach
M Aanjaneya, S Nagarakatte
Proceedings of the 21st ACM/IEEE International Symposium on Code Generation …, 2023
Verification-guided programmatic controller synthesis
Y Wang, H Zhu
International Conference on Tools and Algorithms for the Construction and …, 2023
2022
TxtAlign: efficient near-duplicate text alignment search via bottom-k sketches for plagiarism detection
Z Wang, C Zuo, D Deng
Proceedings of the 2022 International Conference on Management of Data, 1146 …, 2220
Spine: Scaling up programming-by-negative-example for string filtering and transformation
C Zuo, S Assadi, D Deng
Proceedings of the 2022 International Conference on Management of Data, 521-530, 2022
Efficient Load-Balanced Butterfly Counting on GPU
Q Xu, F Zhang, Z Yao, L Lu, X Du, D Deng, B He
Proceedings of the VLDB Endowment, 2022
Designing End-to-end HPC Data Reduction by Leveraging Smart Storage and AI Intelligence
S Kannan, B Xie
FusionFS: Fusing I/O Operations using CISC
J Zhang, Y Ren, S Kannan
20th USENIX Conference on File and Storage Technologies (FAST 22), 2022
Identifying possible winners in ranked choice voting elections with outstanding ballots
A Jelvani, A Marian
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 10 …, 2022
Fairness-aware federated matrix factorization
S Liu, Y Ge, S Xu, Y Zhang, A Marian
Proceedings of the 16th ACM conference on recommender systems, 168-178, 2022
Supporting human memory by reconstructing personal episodic narratives from digital traces
V Kalokyri, A Borgida, A Marian
Proceedings of the International AAAI Conference on Web and Social Media 16 …, 2022
A simplified machine learning approach to classifying individual websites
T Burns, C Song, I Seskar, J Ortiz, RP Martin
GLOBECOM 2022-2022 IEEE Global Communications Conference, 6109-6114, 2022
Medbuds: In-ear inertial medication taking detection using smart wireless earbuds
M Aldeer, D Waterworth, Z Hussain, T Chowdhury, C Brito, QZ Sheng, …
2022 2nd International Workshop on Cyber-Physical-Human System Design and …, 2022
Monitoring technologies for quantifying medication adherence
M Aldeer, M Javanmard, J Ortiz, R Martin
Quantifying Quality of Life: Incorporating Daily Life into Medicine, 49-78, 2022
Fast shadow execution for debugging numerical errors using error free transformations
S Chowdhary, S Nagarakatte
Proceedings of the ACM on Programming Languages 6 (OOPSLA2), 1845-1872, 2022
Progressive polynomial approximations for fast correctly rounded math libraries
M Aanjaneya, JP Lim, S Nagarakatte
Proceedings of the 43rd ACM SIGPLAN International Conference on Programming …, 2022
An Accelerator for Sparse Convolutional Neural Networks Leveraging Systolic General Matrix-Matrix Multiplication
M Soltaniyeh, RP Martin, S Nagarakatte
ACM Transactions on Architecture and Code Optimization (TACO) 19 (3), 1-26, 2022
Near-Storage Processing for Solid State Drive Based Recommendation Inference with SmartSSDs®
M Soltaniyeh, V Lagrange Moutinho Dos Reis, M Bryson, X Yao, …
Proceedings of the 2022 ACM/SPEC on International Conference on Performance …, 2022
Sound, precise, and fast abstract interpretation with tristate numbers
H Vishwanathan, M Shachnai, S Narayana, S Nagarakatte
2022 IEEE/ACM International Symposium on Code Generation and Optimization …, 2022
One polynomial approximation to produce correctly rounded results of an elementary function for multiple representations and rounding modes
JP Lim, S Nagarakatte
Proceedings of the ACM on Programming Languages 6 (POPL), 1-28, 2022
Explain the explainer: Interpreting model-agnostic counterfactual explanations of a deep reinforcement learning agent
Z Chen, F Silvestri, G Tolomei, J Wang, H Zhu, H Ahn
IEEE Transactions on Artificial Intelligence, 2022
Learn basic skills and reuse: Modularized adaptive neural architecture search (manas)
H Chen, Y Li, H Zhu, Y Zhang
Proceedings of the 31st ACM International Conference on Information …, 2022
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models
Z Chen, F Silvestri, J Wang, H Zhu, H Ahn, G Tolomei
Proceedings of the 31st ACM international conference on information …, 2022
Defending observation attacks in deep reinforcement learning via detection and denoising
Z Xiong, J Eappen, H Zhu, S Jagannathan
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
Programmatic reinforcement learning without oracles
W Qiu, H Zhu
The Tenth International Conference on Learning Representations, 2022
Graph collaborative reasoning
H Chen, Y Li, S Shi, S Liu, H Zhu, Y Zhang
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
2021
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification
Z Pan, F Zhang, H Li, C Zhang, X Du, D Deng
IEEE Transactions on Parallel and Distributed Systems 33 (11), 3015-3027, 2021
Allign: Aligning all-pair near-duplicate passages in long texts
W Feng, D Deng
Proceedings of the 2021 International Conference on Management of Data, 541-553, 2021
Internal and external memory set containment join
C Yang, D Deng, S Shang, F Zhu, L Liu, L Shao
The VLDB Journal 30 (3), 447-470, 2021
Logical abstractions for noisy variational quantum algorithm simulation
Y Huang, S Holtzen, T Millstein, G Van den Broeck, M Martonosi
Proceedings of the 26th ACM international conference on architectural …, 2021
Scale and performance in a filesystem semi-microkernel
J Liu, A Rebello, Y Dai, C Ye, S Kannan, AC Arpaci-Dusseau, …
Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021
Paging and the address-translation problem
MA Bender, A Bhattacharjee, A Conway, M Farach-Colton, R Johnson, …
Proceedings of the 33rd ACM Symposium on Parallelism in Algorithms and …, 2021
Klocs: Kernel-level object contexts for heterogeneous memory systems
S Kannan, Y Ren, A Bhattacharjee
Proceedings of the 26th ACM International Conference on Architectural …, 2021
KLOCs: Kernel-Level Object Contexts for Heterogeneous Memory Systems. Association for Computing Machinery, New York, NY, USA, 65–78
S Kannan, Y Ren, A Bhattacharjee
SCTuner: An Auto-tuner Addressing Dynamic I/O Needs on Supercomputer I/O Sub-systems
H Tang, B Xie, S Byna, P Carns, Q Koziol, S Kannan, JLS Oral
{pFSCK}: Accelerating File System Checking and Repair for Modern Storage
D Domingo, S Kannan
19th USENIX Conference on File and Storage Technologies (FAST 21), 113-126, 2021
An Adaptive Application Framework with Customizable Quality Metrics
L Liu, S Isaacman, U Kremer
ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (2 …, 2021
FedCT: Federated collaborative transfer for recommendation
S Liu, S Xu, W Yu, Z Fu, Y Zhang, A Marian
Proceedings of the 44th international ACM SIGIR conference on research and …, 2021
Synthetic wireless signal generation for neural network algorithms
TL Burns, RP Martin, J Ortiz, I Seskar, D Stojadinovic, R Davis, M Camelo
2021 IEEE Conference on Standards for Communications and Networking (CSCN …, 2021
Evaluating deep learning networks for modulation recognition
TL Burns, RP Martin, J Ortiz, I Seskar, D Stojadinovic, R Davis, M Camelo
2021 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2021
A smart agent guided contactless data collection system amid a pandemic
M Aldeer, J Yu, T Chowdhury, J Florentine, J Kolodziejski, RE Howard, …
Proceedings of the 19th Annual International Conference on Mobile Systems …, 2021
Unobtrusive patient identification using smart pill-bottle systems
M Aldeer, RE Howard, RP Martin, J Ortiz
Internet of Things 14, 100389, 2021
User identification across multiple smart pill bottle systems
M Aldeer, RE Howard, RP Martin, J Ortiz
Proceedings of the 20th International Conference on Information Processing …, 2021
Is that you again? adaptive learning techniques for user identification in smart pill bottle systems
M Aldeer, RE Howard, RP Martin, J Ortiz
Proceedings of the First International Workshop on Cyber-Physical-Human …, 2021
Near-storage acceleration of database query processing with SmartSSDs
M Soltaniyeh, VLM Dos Reis, M Bryson, R Martin, S Nagarakatte
2021 IEEE 29th Annual International Symposium on Field-Programmable Custom …, 2021
Parallel shadow execution to accelerate the debugging of numerical errors
S Chowdhary, S Nagarakatte
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
High performance correctly rounded math libraries for 32-bit floating point representations
JP Lim, S Nagarakatte
Proceedings of the 42nd ACM SIGPLAN International Conference on Programming …, 2021
Differentiable synthesis of program architectures
G Cui, H Zhu
Advances in Neural Information Processing Systems 34, 11123-11135, 2021