Zaharia, Matei

World Model on Million-Length Video And Language With Blockwise RingAttention

Liu, H., Yan, W., Zaharia, M., & Abbeel, P. (2024) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 14

Semantic Operators: A Declarative Model for Rich, AI-based Data Processing

Patel, L., Jha, S., Pan, M., Gupta, H., Asawa, P., Guestrin, C., & Zaharia, M. (2024) · arXiv

Advanced Database Systems and QueriesTopic Modeling

Cited by 9

Optimizing LLM Queries in Relational Data Analytics Workloads

Liu, S., Biswal, A., Kamsetty, A., Cheng, A., Schroeder, L. G., Patel, L., Cao, S., Mo, X., Stoica, I., Gonzalez, J. E., et al. (2024) · arXiv

Advanced Database Systems and QueriesTopic Modeling

Cited by 8

ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems

Saad-Falcon, J., Khattab, O., Potts, C., & Zaharia, M. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 7

Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems

Chen, L., Davis, J. Q., Hanin, B., Bailis, P., Stoica, I., Zaharia, M., & Zou, J. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 7

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Agrawal, L. A., Tan, S., Soylu, D., Ziems, N., Khare, R., Opsahl-Ong, K., Singhvi, A., Shandilya, H., Ryan, M. J., Jiang, M., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 7

Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs

Opsahl-Ong, K., Ryan, M. J., Purtell, J., Broman, D., Potts, C., Zaharia, M., & Khattab, O. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 4

Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First

Liu, S., Ponnapalli, S., Shankar, S., Zeighami, S., Zhu, A., Agarwal, S., Chen, R., Suwito, S., Yuan, S., Stoica, I., et al. (2025) · arXiv

Advanced Database Systems and QueriesScientific Computing and Data Management

Cited by 2

Establishing Best Practices for Building Rigorous Agentic Benchmarks

Zhu, Y., Jin, T., Pruksachatkun, Y., Zhang, A., Liu, S., Cui, S., Kapoor, S., Longpre, S., Meng, K., Weiss, R., et al. (2025) · arXiv

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 2

Specifications: The missing link to making the development of LLM systems an engineering discipline

Stoica, I., Zaharia, M., Gonzalez, J., Goldberg, K., Sen, K., Zhang, H., Angelopoulos, A., Patil, S. G., Chen, L., Chiang, W.-L., et al. (2024) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 2

DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Singhvi, A., Shetty, M., Tan, S., Potts, C., Sen, K., Zaharia, M., & Khattab, O. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 2

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization

Cemri, M., Agrawal, S., Gupta, A., Liu, S., Cheng, A., Mang, Q., Naren, A., Erdogan, L. E., Sen, K., Zaharia, M., et al. (2026) · arXiv

Evolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research

Cited by 2

ScenicNL: Generating Probabilistic Scenario Programs from Natural Language

Elmaaroufi, K., Shanker, D., Cismaru, A., Vazquez-Chanlatte, M., Sangiovanni-Vincentelli, A., Zaharia, M., & Seshia, S. A. (2024) · arXiv

Natural Language Processing TechniquesSoftware Engineering Research

Cited by 1

ElasticTok: Adaptive Tokenization for Image and Video

Yan, W., Mnih, V., Faust, A., Zaharia, M., Abbeel, P., & Liu, H. (2024) · arXiv

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 1

EXP-Bench: Can AI Conduct AI Research Experiments?

Kon, P. T. J., Liu, J., Zhu, X., Ding, Q., Peng, J., Xing, J., Huang, Y., Qiu, Y., Srinivasa, J., Lee, M., et al. (2025) · arXiv

Artificial Intelligence ApplicationsScientific Computing and Data Management

Cited by 1

How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models

Asawa, P., Zhu, A., O'Neill, A., Zaharia, M., Dimakis, A. G., & Gonzalez, J. E. (2025) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 1

EvoX: Meta-Evolution for Automated Discovery

Liu, S., Agarwal, S., Maheswaran, M., Cemri, M., Li, Z., Mang, Q., Naren, A., Boneh, E., Cheng, A., Pan, M. Z., et al. (2026) · arXiv

Evolutionary Algorithms and ApplicationsMetaheuristic Optimization Algorithms Research

Cited by 1

SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent

Cao, S., Li, D., Zhao, F., Yuan, S., Hegde, S. R., Chen, C., Ruan, C., Griggs, T., Liu, S., Tang, E., et al. (2025) · arXiv

Software Engineering ResearchReinforcement Learning in Robotics

Cited by 0

vCache: Verified Semantic Prompt Caching

Schroeder, L. G., Desai, A., Cuadron, A., Chu, K., Liu, S., Zhao, M., Krusche, S., Kemper, A., Zaharia, M., & Gonzalez, J. E. (2025) · arXiv

Topic ModelingSoftware System Performance and Reliability

Cited by 0

DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis

Patel, L., Arabzadeh, N., Gupta, H., Sundar, A., Stoica, I., Zaharia, M., & Guestrin, C. (2025) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 0

Establishing Best Practices in Building Rigorous Agentic Benchmarks

Zhu, Y., Jin, T., Pruksachatkun, Y., Zhang, A., Liu, S., Cui, S., Kapoor, S., Longpre, S., Meng, K., Weiss, R., et al. (2025) · Advances in Neural Information Processing Systems 38

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 0

Reasoning Models Can Be Effective Without Thinking

Ma, W., He, J., Snell, C., Griggs, T., Min, S., & Zaharia, M. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0

Recursive Harness Self-Improvement

Lee, H., Xu, J., Seely, J., Lee, D., Zaharia, M., & Tang, Y. (2026) · arXiv

AI-based Problem Solving and PlanningDomain Adaptation and Few-Shot Learning

Cited by 0

Batching the Reflective Optimization Loop: Parallel Proposals Make GEPA Faster and Better

Zhang, J., Agrawal, L. A., Tan, S., Lee, D., Erdogan, L. E., Klein, D., Sen, K., Dimakis, A., & Zaharia, M. (2026) · arXiv

Evolutionary Algorithms and ApplicationsNatural Language Processing Techniques

Cited by 0