Jason Mars - RankMe

96 papers A* 33A 8B 5C 1Journal 37Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data Spatial Programming. CoRR Jason Mars
2025	J	`jnl`	Extending Data Spatial Semantics for Scale Agnostic Programming. CoRR Jason Mars
2025	J	`jnl`	GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2. CoRR Savini Kashmira, Jayanaka L. Dantanarayana, Thamirawaran Sathiyalogeswaran, Yichao Yuan, Nishil Talati, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	J	`jnl`	GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval. CoRR Savini Kashmira, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	J	`jnl`	MTP: A Meaning-Typed Language Abstraction for AI-Integrated Programming. Proc. ACM Program. Lang. Jayanaka L. Dantanarayana, Yiping Kang, Kugesan Sivasothynathan, Christopher Clarke, Baichuan Li, Savini Kashmira, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	J	`jnl`	Prompt Less, Smile More: MTP with Semantic Engineering in Lieu of Prompt Engineering. CoRR Jayanaka L. Dantanarayana, Savini Kashmira, Thakee Nathees, Zichen Zhang, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	—	`conf`	Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat. ACL (1) Roland Daynauth, Christopher Clarke, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	J	`jnl`	SLMEval: Entropy-Based Calibration for Human-Aligned Evaluation of Large Language Models. CoRR Roland Daynauth, Christopher Clarke, Krisztián Flautner, Lingjia Tang, Jason Mars
2025	—	`conf`	TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG. EMNLP (Industry Track) Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars
2024	J	`jnl`	A Graph-Based Approach for Conversational AI-Driven Personal Memory Capture and Retrieval in a Real-world Application. CoRR Savini Kashmira, Jayanaka L. Dantanarayana, Joshua Brodsky, Ashish Mahendra, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars
2024	J	`jnl`	Aligning Model Evaluations with Human Preferences: Mitigating Token Count Bias in Language Model Assessments. CoRR Roland Daynauth, Jason Mars
2024	—	`conf`	GuyLingo: The Republic of Guyana Creole Corpora. NAACL (Short Papers) Christopher Clarke, Roland Daynauth, Jason Mars, Charlene Wilkinson, Hubert Devonish
2024	J	`jnl`	Guylingo: The Republic of Guyana Creole Corpora. CoRR Christopher Clarke, Roland Daynauth, Charlene Wilkinson, Hubert Devonish, Jason Mars
2024	J	`jnl`	LLMs are Meaning-Typed Code Constructs. CoRR Jason Mars, Yiping Kang, Jayanaka L. Dantanarayana, Chandra Irugalbandara, Kugesan Sivasothynathan, Lingjia Tang
2024	J	`jnl`	One Agent Too Many: User Perspectives on Approaches to Multi-agent Conversational AI. CoRR Christopher Clarke, Karthik Krishnamurthy, Walter Talamonti, Yiping Kang, Lingjia Tang, Jason Mars
2024	J	`jnl`	PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization. CoRR Christopher Clarke, Yuzhao Heng, Lingjia Tang, Jason Mars
2024	J	`jnl`	Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat. CoRR Roland Daynauth, Christopher Clarke, Krisztián Flautner, Lingjia Tang, Jason Mars
2024	J	`jnl`	Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection. Int. J. Artif. Intell. Robotics Res. Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen
2024	B	`conf`	Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's LLM with Open Source SLMs in Production. ISPASS Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Jayanaka L. Dantanarayana, Krisztián Flautner, Lingjia Tang, Yiping Kang, Jason Mars
2023	—	`conf`	Label Agnostic Pre-training for Zero-shot Text Classification. ACL (Findings) Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars
2023	J	`jnl`	Label Agnostic Pre-training for Zero-shot Text Classification. CoRR Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars
2023	—	`conf`	Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection. ACL (1) Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen
2023	J	`jnl`	Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection. CoRR Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev, Jason Mars, Mei Chen
2023	J	`jnl`	Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's GPT-4 with Self-Hosted Open Source SLMs in Production. CoRR Chandra Irugalbandara, Ashish Mahendra, Roland Daynauth, Tharuka Kasthuri Arachchige, Krisztián Flautner, Lingjia Tang, Yiping Kang, Jason Mars
2023	J	`jnl`	The Jaseci Programming Paradigm and Runtime Stack: Building Scale-Out Production Applications Easy and Fast. IEEE Comput. Archit. Lett. Jason Mars, Yiping Kang, Roland Daynauth, Baichuan Li, Ashish Mahendra, Krisztián Flautner, Lingjia Tang
2023	J	`jnl`	The Jaseci Programming Paradigm and Runtime Stack: Building Scale-out Production Applications Easy and Fast. CoRR Jason Mars, Yiping Kang, Roland Daynauth, Baichuan Li, Ashish Mahendra, Krisztián Flautner, Lingjia Tang
2022	—	`conf`	One Agent To Rule Them All: Towards Multi-agent Conversational AI. ACL (Findings) Christopher Clarke, Joseph Peper, Karthik Krishnamurthy, Walter Talamonti, Kevin Leach, Walter S. Lasecki, Yiping Kang, Lingjia Tang, Jason Mars
2022	J	`jnl`	One Agent To Rule Them All: Towards Multi-agent Conversational AI. CoRR Christopher Clarke, Joseph Joshua Peper, Karthik Krishnamurthy, Walter Talamonti, Kevin Leach, Walter S. Lasecki, Yiping Kang, Lingjia Tang, Jason Mars
2022	J	`jnl`	The Case for a Wholistic Serverless Programming Paradigm and Full Stack Automation for AI and Beyond - The Philosophy of Jaseci and Jac. CoRR Jason Mars
2022	J	`jnl`	Towards Personalized Intelligence at Scale. CoRR Yiping Kang, Ashish Mahendra, Christopher Clarke, Lingjia Tang, Jason Mars
2020	A*	`conf`	A Benchmarking Framework for Interactive 3D Applications in the Cloud. MICRO Tianyi Liu, Sen He, Sunzhou Huang, Danny H. K. Tsang, Lingjia Tang, Jason Mars, Wei Wang
2020	J	`jnl`	A Benchmarking Framework for Interactive 3D Applications in the Cloud. CoRR Tianyi Liu, Sen He, Sunzhou Huang, Danny H. K. Tsang, Lingjia Tang, Jason Mars, Wei Wang
2019	—	`conf`	An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. EMNLP/IJCNLP (1) Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
2019	J	`jnl`	An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction. CoRR Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars
2019	J	`jnl`	Caliper: Interference Estimator for Multi-tenant Environments Sharing Architectural Resources. ACM Trans. Archit. Code Optim. Ram Srivatsa Kannan, Michael Laurenzano, Jeongseob Ahn, Jason Mars, Lingjia Tang
2019	A	`conf`	GrandSLAm: Guaranteeing SLAs for Jobs in Microservices Execution Frameworks. EuroSys Ram Srivatsa Kannan, Lavanya Subramanian, Ashwin Raju, Jeongseob Ahn, Jason Mars, Lingjia Tang
2019	—	`conf`	Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. NAACL-HLT (1) Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
2019	J	`jnl`	Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. CoRR Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars
2019	A*	`conf`	Understanding the Impact of Socket Density in Density Optimized Servers. HPCA Manish Arora, Matt Skach, Wei Huang, Xudong An, Jason Mars, Lingjia Tang, Dean M. Tullsen
2018	A*	`conf`	Adasa: A Conversational In-Vehicle Digital Assistant for Advanced Driver Assistance Features. UIST Shih-Chieh Lin, Chang-Hong Hsu, Walter Talamonti, Yunqi Zhang, Steve Oney, Jason Mars, Lingjia Tang
2018	B	`conf`	Architectural support for convolutional neural networks on modern CPUs. PACT Animesh Jain, Michael A. Laurenzano, Gilles A. Pokam, Jason Mars, Lingjia Tang
2018	—	`conf`	Data Collection for Dialogue System: A Startup Perspective. NAACL-HLT (3) Yiping Kang, Yunqi Zhang, Jonathan K. Kummerfeld, Lingjia Tang, Jason Mars
2018	A*	`conf`	Gist: Efficient Data Encoding for Deep Neural Network Training. ISCA Animesh Jain, Amar Phanishayee, Jason Mars, Lingjia Tang, Gennady Pekhimenko
2018	B	`conf`	Proctor: Detecting and Investigating Interference in Shared Datacenters. ISPASS Ram Srivatsa Kannan, Animesh Jain, Michael A. Laurenzano, Lingjia Tang, Jason Mars
2018	J	`jnl`	Rethinking Numerical Representations for Deep Neural Networks. CoRR Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios C. Papaefthymiou, Scott A. Mahlke, Thomas F. Wenisch, Jia Deng, Lingjia Tang, Jason Mars
2018	A*	`conf`	SmoothOperator: Reducing Power Fragmentation and Improving Power Utilization in Large-scale Datacenters. ASPLOS Chang-Hong Hsu, Qingyuan Deng, Jason Mars, Lingjia Tang
2018	A*	`conf`	The Architectural Implications of Autonomous Driving: Constraints and Acceleration. ASPLOS Shih-Chieh Lin, Yunqi Zhang, Chang-Hong Hsu, Matt Skach, Md. Enamul Haque, Lingjia Tang, Jason Mars
2018	A*	`conf`	Virtual Melting Temperature: Managing Server Load to Minimize Cooling Overhead with Phase Change Materials. ISCA Matt Skach, Manish Arora, Dean M. Tullsen, Lingjia Tang, Jason Mars
2017	A*	`conf`	DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission. MICRO Parker Hill, Animesh Jain, Mason Hill, Babak Zamirai, Chang-Hong Hsu, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars
2017	—	`conf`	Enhancing human capabilities. TIML@ISCA Jason Mars
2017	A*	`conf`	Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge. ASPLOS Yiping Kang, Johann Hauswald, Cao Gao, Austin Rovinski, Trevor N. Mudge, Jason Mars, Lingjia Tang
2017	A*	`conf`	PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP. ISCA Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, Jason Mars
2017	A*	`conf`	Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. ASPLOS Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang
2017	J	`jnl`	Reining in Long Tails in Warehouse-Scale Computers with Quick Voltage Boosting Using Adrenaline. ACM Trans. Comput. Syst. Chang-Hong Hsu, Yunqi Zhang, Michael A. Laurenzano, David Meisner, Thomas F. Wenisch, Ronald G. Dreslinski, Jason Mars, Lingjia Tang
2017	J	`jnl`	Thermal Time Shifting: Decreasing Data Center Cooling Costs with Phase-Change Materials. IEEE Internet Comput. Matt Skach, Manish Arora, Chang-Hong Hsu, Qi Li, Dean M. Tullsen, Lingjia Tang, Jason Mars
2016	A*	`conf`	Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers. ASPLOS Quan Chen, Hailong Yang, Jason Mars, Lingjia Tang
2016	A*	`conf`	Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation. MICRO Animesh Jain, Parker Hill, Shih-Chieh Lin, Muneeb Khan, Md. Enamul Haque, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars
2016	A*	`conf`	Continuous shape shifting: Enabling loop co-optimization via near-free dynamic code rewriting. MICRO Animesh Jain, Michael A. Laurenzano, Lingjia Tang, Jason Mars
2016	A*	`conf`	CrystalBall: Statically analyzing runtime behavior via deep sequence learning. MICRO Stephen A. Zekany, Daniel Rings, Nathan Harada, Michael A. Laurenzano, Lingjia Tang, Jason Mars
2016	J	`jnl`	Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant. ACM Trans. Comput. Syst. Johann Hauswald, Michael A. Laurenzano, Yunqi Zhang, Hailong Yang, Yiping Kang, Cheng Li, Austin Rovinski, Arjun Khurana, Ronald G. Dreslinski, Trevor N. Mudge, Vinicius Petrucci, Lingjia Tang, Jason Mars
2016	A*	`conf`	Input responsiveness: using canary inputs to dynamically steer approximation. PLDI Michael A. Laurenzano, Parker Hill, Mehrzad Samadi, Scott A. Mahlke, Jason Mars, Lingjia Tang
2016	A*	`conf`	PowerChop: Identifying and Managing Non-critical Units in Hybrid Processor Architectures. ISCA Michael A. Laurenzano, Yunqi Zhang, Jiang Chen, Lingjia Tang, Jason Mars
2016	J	`jnl`	Sirius Implications for Future Warehouse-Scale Computers. IEEE Micro Johann Hauswald, Michael A. Laurenzano, Yunqi Zhang, Cheng Li, Austin Rovinski, Arjun Khurana, Ronald G. Dreslinski, Trevor N. Mudge, Vinicius Petrucci, Lingjia Tang, Jason Mars
2016	A*	`conf`	Treadmill: Attributing the Source of Tail Latency through Precise Load Testing and Statistical Inference. ISCA Yunqi Zhang, David Meisner, Jason Mars, Lingjia Tang
2015	B	`conf`	AREP: Adaptive Resource Efficient Prefetching for Maximizing Multicore Performance. PACT Muneeb Khan, Michael A. Laurenzano, Jason Mars, Erik Hagersten, David Black-Schaffer
2015	A*	`conf`	Adrenaline: Pinpointing and reining in tail queries with quick voltage boosting. HPCA Chang-Hong Hsu, Yunqi Zhang, Michael A. Laurenzano, David Meisner, Thomas F. Wenisch, Jason Mars, Lingjia Tang, Ronald G. Dreslinski
2015	A*	`conf`	DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers. ISCA Johann Hauswald, Yiping Kang, Michael A. Laurenzano, Quan Chen, Cheng Li, Trevor N. Mudge, Ronald G. Dreslinski, Jason Mars, Lingjia Tang
2015	A*	`conf`	Octopus-Man: QoS-driven task management for heterogeneous multicores in warehouse-scale computers. HPCA Vinicius Petrucci, Michael A. Laurenzano, John Doherty, Yunqi Zhang, Daniel Mossé, Jason Mars, Lingjia Tang
2015	A	`ed.`	Proceedings of the 13th Annual IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2015, San Francisco, CA, USA, February 07 - 11, 2015 CGO Kunle Olukotun, Aaron Smith, Robert Hundt, Jason Mars
2015	A*	`conf`	Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers. ASPLOS Johann Hauswald, Michael A. Laurenzano, Yunqi Zhang, Cheng Li, Austin Rovinski, Arjun Khurana, Ronald G. Dreslinski, Trevor N. Mudge, Vinicius Petrucci, Lingjia Tang, Jason Mars
2015	A*	`conf`	Thermal time shifting: leveraging phase change materials to reduce cooling costs in warehouse-scale computers. ISCA Matt Skach, Manish Arora, Chang-Hong Hsu, Qi Li, Dean M. Tullsen, Lingjia Tang, Jason Mars
2014	J	`jnl`	Enabling fair pricing on high performance computer systems with node sharing. Sci. Program. Alex D. Breslow, Ananta Tiwari, Martin Schulz, Laura Carrington, Lingjia Tang, Jason Mars
2014	—	`conf`	HaPPy: Hyperthread-aware Power Profiling Dynamically. USENIX ATC Yan Zhai, Xiao Zhang, Stéphane Eranian, Lingjia Tang, Jason Mars
2014	A*	`conf`	Protean Code: Achieving Near-Free Online Code Transformations for Warehouse Scale Computers. MICRO Michael A. Laurenzano, Yunqi Zhang, Lingjia Tang, Jason Mars
2014	A*	`conf`	SMiTe: Precise QoS Prediction on Real-System SMT Processors to Improve Utilization in Warehouse Scale Computers. MICRO Yunqi Zhang, Michael A. Laurenzano, Jason Mars, Lingjia Tang
2013	A*	`conf`	Bubble-flux: precise online QoS management for increased utilization in warehouse scale computers. ISCA Hailong Yang, Alex D. Breslow, Jason Mars, Lingjia Tang
2013	A	`conf`	Enabling fair pricing on HPC systems with node sharing. SC Alex D. Breslow, Ananta Tiwari, Martin Schulz, Laura Carrington, Lingjia Tang, Jason Mars
2013	A*	`conf`	Optimizing Google's warehouse scale computers: The NUMA experience. HPCA Lingjia Tang, Jason Mars, Xiao Zhang, Robert Hagmann, Robert Hundt, Eric Tune
2013	A*	`conf`	ReQoS: reactive static/dynamic compilation for QoS in warehouse scale computers. ASPLOS Lingjia Tang, Jason Mars, Wei Wang, Tanima Dey, Mary Lou Soffa
2013	J	`jnl`	Understanding Application Contentiousness and Sensitivity on Modern Multicores. Adv. Comput. Jason Mars, Lingjia Tang
2013	A*	`conf`	Whare-map: heterogeneity in "homogeneous" warehouse-scale computers. ISCA Jason Mars, Lingjia Tang
2012	A*	`conf`	BlockChop: Dynamic squash elimination for hybrid processor architecture. ISCA Jason Mars, Naveen Kumar
2012	A	`conf`	Compiling for niceness: mitigating contention for QoS in warehouse scale computers. CGO Lingjia Tang, Jason Mars, Mary Lou Soffa
2012	J	`jnl`	Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up. IEEE Micro Jason Mars, Lingjia Tang, Kevin Skadron, Mary Lou Soffa, Robert Hundt
2012	B	`conf`	Performance analysis of thread mappings with a holistic view of the hardware resources. ISPASS Wei Wang, Tanima Dey, Jason Mars, Lingjia Tang, Jack W. Davidson, Mary Lou Soffa
2012	A	`conf`	THeME: a system for testing by hardware monitoring events. ISSTA Kristen Walcott-Justice, Jason Mars, Mary Lou Soffa
2011	A*	`conf`	Bubble-Up: increasing utilization in modern warehouse scale computers via sensible co-locations. MICRO Jason Mars, Lingjia Tang, Robert Hundt, Kevin Skadron, Mary Lou Soffa
2011	—	`conf`	Directly characterizing cross core interference through contention synthesis. HiPEAC Jason Mars, Lingjia Tang, Mary Lou Soffa
2011	J	`jnl`	Evaluating indirect branch handling mechanisms in software dynamic translation systems. ACM Trans. Archit. Code Optim. Jason Hiser, Daniel W. Williams, Wei Hu, Jack W. Davidson, Jason Mars, Bruce R. Childers
2011	A*	`conf`	Exploiting hardware advances for software testing and debugging. ICSE Mary Lou Soffa, Kristen R. Walcott, Jason Mars
2011	J	`jnl`	Heterogeneity in "Homogeneous" Warehouse-Scale Computers: A Performance Opportunity. IEEE Comput. Archit. Lett. Jason Mars, Lingjia Tang, Robert Hundt
2011	A*	`conf`	The impact of memory subsystem resource sharing on datacenter applications. ISCA Lingjia Tang, Jason Mars, Neil Vachharajani, Robert Hundt, Mary Lou Soffa
2010	A	`conf`	Contention aware execution: online contention detection and response. CGO Jason Mars, Neil Vachharajani, Robert Hundt, Mary Lou Soffa
2009	C	`conf`	A cross-layer approach to heterogeneity and reliability. MEMOCODE Daniel W. Williams, Aprotim Sanyal, Dan Upton, Jason Mars, Sudeep Ghosh, Kim M. Hazelwood
2009	A	`conf`	Scenario Based Optimization: A Framework for Statically Enabling Online Optimizations. CGO Jason Mars, Robert Hundt
2007	A	`conf`	Evaluating Indirect Branch Handling Mechanisms in Software Dynamic Translation Systems. CGO Jason Hiser, Daniel W. Williams, Wei Hu, Jack W. Davidson, Jason Mars, Bruce R. Childers