# College of Computing and Data Science (CCDS)
**Source**: https://researchdata.ntu.edu.sg/dataverse/CCDS
**Parent**: https://researchdata.ntu.edu.sg/dataset.xhtml?persistentId=doi:10.21979/N9/6WIO0S
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This dataverse is a collection of the College of Computing and Data Science’s research data.
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| [Replication Data for: Design of a Hierarchical Clos-Benes Optical Network-on-Chip Architecture](/dataset.xhtml?persistentId=doi:10.21979/N9/OFZHUU) Mar 2, 2026 - Yao, Renjie; Ye, Yaoyao; Liu, Weichen, 2026, "Replication Data for: Design of a Hierarchical Clos-Benes Optical Network-on-Chip Architecture", <https://doi.org/10.21979/N9/OFZHUU>, DR-NTU (Data), V1 The dataset presents the paper titled “Design of a Hierarchical Clos-Benes Optical Network-on-Chip Architecture.” |
| [Replication Data for: Thermal-Aware Design and Simulation Approach for Optical NoCs](/dataset.xhtml?persistentId=doi:10.21979/N9/H2S6HQ) Mar 2, 2026 - Ye, Yaoyao; Zhang, Wenfei; Liu, Weichen, 2026, "Replication Data for: Thermal-Aware Design and Simulation Approach for Optical NoCs", <https://doi.org/10.21979/N9/H2S6HQ>, DR-NTU (Data), V1 The dataset presents the paper titled “Thermal-Aware Design and Simulation Approach for Optical NoCs.” |
| [Replication Data for: Toward Minimum WCRT Bound for DAG Tasks Under Prioritized List Scheduling Algorithms](/dataset.xhtml?persistentId=doi:10.21979/N9/JIZKWE) Mar 2, 2026 - Chang, Shuangshuang; Bi, Ran; Sun, Jinghao; Liu, Weichen, 2026, "Replication Data for: Toward Minimum WCRT Bound for DAG Tasks Under Prioritized List Scheduling Algorithms", <https://doi.org/10.21979/N9/JIZKWE>, DR-NTU (Data), V1 The dataset presents the paper titled “Toward Minimum WCRT Bound for DAG Tasks Under Prioritized List Scheduling Algorithms.” |
| [Replication Data for: A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration](/dataset.xhtml?persistentId=doi:10.21979/N9/6WIO0S) Mar 2, 2026 - Wang, Haotian; Ding, Yan; Liu, Yumeng; Liu, Weichen, 2026, "Replication Data for: A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration", <https://doi.org/10.21979/N9/6WIO0S>, DR-NTU (Data), V1 The dataset presents the paper titled “A Context-Awareness and Hardware-Friendly Sparse Matrix Multiplication Kernel for CNN Inference Acceleration.” |
| [Replication Data for: Coherence-Aware Task Graph Modeling for Realistic Application](/dataset.xhtml?persistentId=doi:10.21979/N9/PZIE8J) Mar 2, 2026 - Xiong, Guochu, 2026, "Replication Data for: Coherence-Aware Task Graph Modeling for Realistic Application", <https://doi.org/10.21979/N9/PZIE8J>, DR-NTU (Data), V1 The dataset includes the source codes and readme file for implementing the design presented in the paper 'Coherence-Aware Task Graph Modeling for Realistic Application'. |
| [Replication Data for: Multi-Pair Full-Duplex D2D with RIS Partitioning: Performance Analysis and Optimization](/dataset.xhtml?persistentId=doi:10.21979/N9/H1TOEE) Jan 30, 2026 - Jose, Justin; Premanand, Rithwik; Vishwakarma, Narendra; Madhukumar, A. S., 2026, "Replication Data for: Multi-Pair Full-Duplex D2D with RIS Partitioning: Performance Analysis and Optimization", <https://doi.org/10.21979/N9/H1TOEE>, DR-NTU (Data), V1 Replication Data for: Multi-Pair Full-Duplex D2D with RIS Partitioning: Performance Analysis and Optimization |
| [RIS-Enhanced Hybrid THz/RF Systems for 6G Networks Over Generalized Fading](/dataset.xhtml?persistentId=doi:10.21979/N9/X310LF) Jan 30, 2026 - Premanand, Rithwik, 2026, "RIS-Enhanced Hybrid THz/RF Systems for 6G Networks Over Generalized Fading", <https://doi.org/10.21979/N9/X310LF>, DR-NTU (Data), V1 This dataset contains MATLAB simulation scripts and supporting functions for analyzing the performance of Reconfigurable Intelligent Surfaces (RIS)-assisted hybrid Terahertz (THz) and Radio Frequency (RF) communication systems operating over generalized fading channels. The simul... |
| (Nanyang Technological University) Jan 30, 2026 --- This Dataverse is an organized, long-term archive of the research outputs produced during my PhD at Nanyang Technological University (NTU). It curates the datasets, simulation code, experimental measurement files, figures, and supporting documentation underlying my work on RIS-as... |
| [Replication Data for: Two Causally Related Needles in a Video Haystack](/dataset.xhtml?persistentId=doi:10.21979/N9/WCSXMT) Jan 16, 2026 - Li, Miaoyu; Chao, Qin; Li, Boyang, 2025, "Replication Data for: Two Causally Related Needles in a Video Haystack", <https://doi.org/10.21979/N9/WCSXMT>, DR-NTU (Data), V2 Causal2Needles is a benchmark dataset and evaluation toolkit designed to assess the capabilities of both proprietary and open-source multimodal large language models in long-video understanding. It features a large number of "2-needle" questions, where the model must locate and r... |
| [Replication Data for: Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events](/dataset.xhtml?persistentId=doi:10.21979/N9/HOAFUL) Dec 10, 2025 - Chinchure, Aditya; Ravi, Sahithya; Ng, Raymond; Shwartz, Vered; Li, Boyang; Sigal, Leonid, 2025, "Replication Data for: Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events", <https://doi.org/10.21979/N9/HOAFUL>, DR-NTU (Data), V1 BlackSwanSuite is a benchmark for evaluating VLMs’ ability to reason about unexpected events through abductive and defeasible tasks. The tasks either artificially limit the amount of visual information provided to models while questioning them about hidden unexpected events, or p... |
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