Bio

Professor Lam's current research interest is to create effective and reliable AI assistants to accelerate the discovery of knowledge. Her OVAL lab has created numerous open-source LLM-based tools used by consumers, historians, and journalists in their work; currently, she is focusing on research assistants that can discover new insights for biomedicine and other technical areas.

Professor Lam's team has created the first quantifiably factual and engaging conversational agent, which has won the Best Research of the Year Award from Wikimedia Foundation; pioneered deep research agent called STORM that has been used by about a million users; developed the best-performing agent for retrieving knowledge from hybrid sources, including databases, knowledge graphs, and free-text, currently deployed at Wikimedia; created an agent framework that produces fluent task-oriented agents that do not hallucinate.

Prof. Lam is also an expert in compilers for high-performance machines. Her pioneering work of affine partitioning provides a unifying theory to the field of loop transformations for parallelism and locality. Her software pipelining algorithm is used in commercial systems for instruction level parallelism. Her research team created the first, widely adopted research compiler, SUIF. She is a co-author of the classic compiler textbook, popularly known as the “dragon book”. She was on the founding team of Tensilica, now a part of Cadence.

Dr. Lam is a Member of the National Academy of Engineering and an Association of Computing Machinery (ACM) Fellow.

Academic Appointments

Honors & Awards

  • Best Research of the Year Award, Wikimedia Foundation (2024)
  • ASPLOS Influential Paper Award, ACM (2022)
  • ASPLOS Influential Paper Award, ACM (2021)
  • Member, National Academy of Engineering (2019)
  • Computer Science 50th Anniversary Research Award, University of British Columbia (2018)
  • Fellow, ACM (2007)
  • SIGSOFT Distinguished Paper Award, ACM (2002)
  • Most Influential Programming Language Design and Implementation Paper Award, ACM (2001)
  • Young Investigator Award, National Science Foundation (1992)

Professional Education

  • PhD, Carnegie Mellon University, Computer Science (1987)
  • MS, Carnegie Mellon University, Computer Science (1982)
  • BS (Hons), University of British Columbia, Computer Science (1980)

Contact

  • Academic
    lam@stanford.edu
    University - Faculty Department: Computer Science Position: Professor
    • GATES BLDG 422
    • Stanford,  California  94305-9030 

Additional Info

  • Mail Code: 9030

Links

2025-26 Courses

Stanford Advisees

All Publications

  • Using Artificial Intelligence to Improve Empathetic Statements in Autistic Adolescents and Adults: A Randomized Clinical Trial. Journal of autism and developmental disorders Koegel, L. K., Ponder, E., Bruzzese, T., Wang, M., Semnani, S. J., Chi, N., Koegel, B. L., Lin, T. Y., Swarnakar, A., Lam, M. S. 2025

    Abstract

    Challenges with social communication and social interaction are a defining characteristic of autism spectrum disorder (ASD). These challenges frequently interfere with making friendships, securing and maintaining employment, and can lead to co-occurring conditions. While face-to-face clinical interventions with trained professionals can be helpful in improving social conversation, they can be costly and are unavailable to many, particularly given the high prevalence of ASD and lack of professional training. The purpose of this study was to assess whether an AI program using a Large Language Model (LLM) would improve verbal empathetic responses during social conversation. Autistic adolescents and adults, 11-35 years of age, who were able to engage in conversation but demonstrated challenges with empathetic responses participated in this study. A randomized clinical trial design was used to assess the effects of the AI program (Noora) compared to a waitlist control group. Noora asks participants to respond to leading statements and provides feedback on their answers. In this study, participants were asked to respond to 10 statements per day 5 days per week for 4 weeks for an expected total of 200 trials. Pre- and post-intervention conversation samples were collected to assess generalization during natural conversation. Additionally pre- and post-intervention questionnaires regarding each participant's comfort during social conversation and participants' satisfaction with the AI program were collected. The results of this study demonstrated that empathetic responses could be greatly improved by using an AI program for a short period of time. Participants in the experimental group showed statistically significant improvements in empathetic responses, which generalized to social conversation, compared to the waitlist control group. Some participants in the experimental group reported improved confidence in targeted areas and most reported high levels of satisfaction with the program. These findings suggest that AI using LLMs can be used to improve empathetic responses, thereby providing a time- and cost-efficient support program for improving social conversation in autistic adolescents and adults.

    View details for DOI 10.1007/s10803-025-06734-x

    View details for PubMedID 39954218

    View details for PubMedCentralID 10585023

  • GenieWizard: Multimodal App Feature Discovery with Large Language Models Yang, J., Shi, Y., Gu, C., Zheng, Z., Jain, A., Li, T., Lam, M. S., Landay, J. A., ACM ASSOC COMPUTING MACHINERY. 2025

    View details for DOI 10.1145/3706598.3714327

    View details for Web of Science ID 001501412600400

  • SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Liu, S., Xu, J., Tjangnaka, W., Semnani, S. J., Yu, C., Lam, M. S. edited by Duh, K., Gomez, H., Bethard, S. ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2024: 4535-4555

    View details for Web of Science ID 001511618600283

  • Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Shao, Y., Jiang, Y., Kanell, T. A., Xu, P., Khattab, O., Lam, M. S. edited by Duh, K., Gomez, H., Bethard, S. ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2024: 6252-6278

    View details for Web of Science ID 001516375900347

  • ReactGenie: A Development Framework for Complex Multimodal Interactions Using Large Language Models Yang, J., Shi, Y., Zhang, Y., Li, K., Rosli, D., Jain, A., Zhang, S., Li, T., Landay, J. A., Lam, M. S., ACM ASSOC COMPUTING MACHINERY. 2024

    View details for DOI 10.1145/3613904.3642517

    View details for Web of Science ID 001259864902016

  • Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Campagna, G., Foryciarz, A., Moradshahi, M., Lam, M. S., Assoc Computat Linguist ASSOC COMPUTATIONAL LINGUISTICS-ACL. 2020: 122–32

    View details for Web of Science ID 000570978200012

  • Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands Campagna, G., Xu, S., Moradshahi, M., Socher, R., Lam, M. S. edited by McKinley, K. S., Fisher, K. ASSOC COMPUTING MACHINERY. 2019: 394–410

    View details for DOI 10.1145/3314221.3314594

    View details for Web of Science ID 000523190300026

  • Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) Campagna, G., Xu, S., Ramesh, R., Fischer, M., Lam, M. S. 2018

    View details for DOI 10.1145/3264905

  • Brassau: Automatically Generating Graphical User Interfaces for Virtual Assistants 20th International Conference on Human-Computer Interaction with Mobile Devices and Services. (MobileHCI) Fischer, M., Campagna, G., Xu, S., Lam, M. S. 2018

    View details for DOI 10.1145/3229434.3229481

  • Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant Proceedings of the 26th World Wide Web Conference Campagna, G., Ramesh, R., Xu, S., Fischer, M., Lam, M. S. 2017

    View details for DOI 10.1145/3038912.3052562

  • Musubi: Disintermediated Interactive Social Feeds for Mobile Devices Dodson, B., Vo, I., Purtell, T., J., Cannon, A., Lam, Monica, S. 2012
  • Compilers: Principles, Techniques and Tools. Aho, Alfred, V., Lam, Monica, S., Sethi, R., Ullman, Jeffrey, D. 2006
  • Interprocedural parallelization analysis in SUIF ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS Hall, M. W., Amarasinghe, S. P., Murphy, B. R., Liao, S. W., Lam, M. S. 2005; 27 (4): 662-731

    View details for Web of Science ID 000231271100003

  • Cloning-based context-sensitive pointer alias analysis using binary decision diagrams Conference on Programming Language Design and Implementation Whaley, J., Lam, M. S. ASSOC COMPUTING MACHINERY. 2004: 131–44

    View details for Web of Science ID 000223120900012

  • A data locality optimizing algorithm ACM SIGPLAN NOTICES Wolf, M. E., Lam, M. S. 2004; 39 (4): 445-459

    View details for Web of Science ID 000221895400071

  • Software pipelining: An effective scheduling technique for VLIW machines ACM SIGPLAN NOTICES Lam, M. S. 2004; 39 (4): 244-245

    View details for Web of Science ID 000221895400042

  • Maximizing parallelism and minimizing synchronization with affine partitions 24th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages Lim, A. W., Lam, M. S. ELSEVIER SCIENCE BV. 1998: 445–75

    View details for Web of Science ID 000074515700007

  • A DATA LOCALITY OPTIMIZING ALGORITHM CONF ON PROGRAMMING LANGUAGE : DESIGN AND IMPLEMENTATION Wolf, M. E., Lam, M. S. ASSOC COMPUTING MACHINERY. 1991: 30–44

    View details for Web of Science ID A1991FP75600004

  • HybridTrak: Adding Full-Body Tracking to VR Using an Off-the-Shelf Webcam Yang, J., Chen, T., Qin, F., Lam, M. S., Landay, J. A., ACM ASSOC COMPUTING MACHINERY. 2022

    View details for DOI 10.1145/3491102.3502045

    View details for Web of Science ID 000890212503050

  • DIY Assistant: A Multi-modal End-User Programmable Virtual Assistant Fischer, M. H., Campagna, G., Choi, E., Lam, M. S. edited by Freund, S. N., Yahav, E. ASSOC COMPUTING MACHINERY. 2021: 312-327

    View details for DOI 10.1145/3453483.3454046

    View details for Web of Science ID 000723661700087

  • Soundr: Head Position and Orientation Prediction Using a Microphone Array Yang, J., Banerjee, G., Gupta, V., Lam, M. S., Landay, J. A., ACM ASSOC COMPUTING MACHINERY. 2020: 529-537

    Abstract

    As a lincosamide antibiotic, lincomycin is still important for treating diseases caused by Gram-positive bacteria. Manufacturing of lincomycin needs efforts to, e.g. maximize desirable species and minimizing unwanted fermentation byproducts. Analysis of the lincomycin biosynthetic gene cluster of Streptomyces lincolnensis, lmbB1, was shown to catalyze the conversion of L-dopa but not of L-tyrosine and then further generated the precursor of lincomycin A. Based on the principle of directed breeding, a strain termed as S. lincolnensis 24-2, was obtained in this work. By overexpressing the lmbB1 gene, this strain produces efficacious lincomycin A and suppresses melanin generation, whereas contains unwanted lincomycin B. The good fermentation performance of the mutant-lmbB1 (M-lmbB1) was also confirmed in a 15 L-scale bioreactor, which increased the lincomycin A production by 37.6% compared with control of 6435 u/mL and reduced the accumulation of melanin by 29.9% and lincomycin B by 73.4%. This work demonstrated that the amplification of lmbB1 gene mutation and metabolic engineering could promote lincomycin biosynthesis and might be helpful for reducing the production of other industrially unnecessary byproduct.

    View details for DOI 10.1145/3313831.3376427

    View details for Web of Science ID 000695438100099

    View details for PubMedID 31916478

  • Soteria: A Provably Compliant User Right Manager Using a Novel Two-Layer Blockchain Technology Fu, W., Lin, Y., Campagna, G., Liu, C., Tsai, D., Mei, C., Chang, E. Y., Liao, S., Lam, M. S., IEEE IEEE. 2020

    View details for DOI 10.1109/IEEECONF47748.2020.9377624

    View details for Web of Science ID 000682947000011

  • Keeping the Internet Open with an Open-Source Virtual Assistant Lam, M. S., ACM ASSOC COMPUTING MACHINERY. 2018: 145–46

    View details for DOI 10.1145/3241539.3241586

    View details for Web of Science ID 000485228900010

  • SociaLite: An Efficient Graph Query Language Based on Datalog IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING Seo, J., Guo, S., Lam, M. S. 2015; 27 (7): 1824-1837

    View details for DOI 10.1109/TKDE.2015.2405562

    View details for Web of Science ID 000355937800008

  • Dispatch: Secure, Resilient Mobile Reporting SIGCOMM Conference Biscuitwala, K., Bult, W., Lecuyer, M., Purtell, T. J., Ross, M. K., Chaintreau, A., Haseman, C., Lam, M. S., McGregor, S. E. ASSOC COMPUTING MACHINERY. 2013: 459–60

    View details for DOI 10.1145/2534169.2491697

    View details for Web of Science ID 000327465900046

  • SociaLite: Datalog Extensions for Efficient Social Network Analysis 29th IEEE International Conference on Data Engineering (ICDE) Seo, J., Guo, S., Lam, M. S. IEEE. 2013: 278–289

    View details for Web of Science ID 000326733500026

  • SociaLite: Datalog Extensions for Efficient Social Network Analysis Seo, J., Guo, S., Lam, Monica, S. 2013
  • Processing Email Archives in Special Collections Hangal, S., Chan, P., Lam, Monica, S., Heer, J. 2012
  • Effective Browsing and Serendipitous Discovery with an Experience-Infused Browser Hangal, S., Nagpal, A., Lam, Monica, S. 2012
  • Friends, Romans, Countrymen: Lend me your URLs, Using Social Chatter to Personalize Web Search. Nagpal, A., Hangal, S., Joyee, R. R., Lam, Monica, S. 2012
  • An Algorithm and Analysis of Social Topologies from Email and Photo Tags Purtell, T., J., MacLean, D., Teh, S. K., Hangal, S., Lam, Monica, S., Heer, J. 2011
  • Sentiment Analysis on Personal Email Archives Hangal, S., Lam, Monica, S. 2011
  • Micro-Interactions with NFC-Enabled Mobile Phones Dodson, B., Lam, Monica, S. 2011
  • Groups Without Tears: Mining Social Topologies from Email. MacLean, D., Hangal, S., Teh, S. K., Lam, Monica, S., Heer, J. 2011
  • Email Clients as Decentralized Social Apps in Mr. Privacy Fischer, M., Purtell, T., J., Lam, Monica, S. 2011
  • MUSE: Reviving Memories Using Email Archives Hangal, S., Lam, Monica, S., Heer, J. 2011
  • Secure, Consumer-Friendly Web Authentication and Payments with a Phone. Dodson, B., Sengupta, D., Boneh, D., Lam, Monica, S. 2010
  • PrPl: a Decentralized Social Networking Infrastructure. Seong, S., Jiwon, S., Nasielski, M., Sengupta, D., Hangal, S., Teh, S. K., Lam, M. S. 2010
  • InvisiType: Object-Oriented Security Policies. Seo, J., Lam, Monica, S. 2010
  • Life-Browsing with a Lifetime of Email. Hangal, S., Lam, Monica, S. 2010
  • All Friends are Not Equal: Using Weights in Social Graphs to Improve Search Hangal, S., MacLean, D., Lam, Monica, S., Heer, J. 2010
  • Towards Software-Friendly Networks Yap, K., Huang, T., Dodson, B., Lam, Monica, S., McKeown, N. 2010
  • PhoneNet: a Phone-to-Phone Network for Group Communication in a LAN. Huang, T., Yap, K., Dodson, B., Lam, Monica, S., McKeown, N. 2010
  • Automatic Dimension Inference and Checking for Object-Oriented Programs 31st International Conference on Software Engineering (ICSE 2009) Hangal, S., Lam, M. S. IEEE. 2009: 155–165

    View details for Web of Science ID 000271438200015

  • Automatic inference of stationary fields: a generalization of java's final fields 35th Annual ACM SIGPLAN/SIGACT Symposium on Principles of Programming Language Unkel, C., Lam, M. S. ASSOC COMPUTING MACHINERY. 2008: 183–95

    View details for Web of Science ID 000256500600019

  • Automatic Inference of Stationary Fields: a Generalization of Java's Final Fields 35th ACM-SIGPLAN-SIGACT Symposium on Principles of Programming Languages Unkel, C., Lam, M. S. ASSOC COMPUTING MACHINERY. 2008: 183–195

    View details for Web of Science ID 000265876500017

  • Automatic Generation of XSS and SQL Injection Attacks with Goal-Directed Model Checking. Martin, M., C., Lam, M., S. 2008
  • Securing Web Applications Using Static and Dynamic Information Flow Tracking Lam, M., S., Martin, M., C., Livshits, V., B., Whaley, J. 2008
  • Securing Web Applications with Static and Dynamic Information Flow Tracking ACM SIGPLAN Symposium on Partial Evaluation and Semantics-Based Program Manipulation Lam, M. S., Martin, M., Livshits, B., Whaley, J. ASSOC COMPUTING MACHINERY. 2008: 3–12

    View details for Web of Science ID 000267583600001

  • Static Detection of Leaks in Polymorphic Containers. Heine, D., Lam, M., S. 2006
  • Finding application errors and security flaws using PQL: a program query language 20th Conference on Object-Oriented Programming, Systems, Languages and Applications Martin, M., Livshits, B., Lam, M. S. ASSOC COMPUTING MACHINERY. 2005: 365–83

    View details for Web of Science ID 000233404900024

  • Using datalog with binary decision diagrams for program analysis 3rd Asian Symposium on Programming Languages and Systems Whaley, J., Avots, D., Carbin, M., Lam, M. S. SPRINGER-VERLAG BERLIN. 2005: 97–118

    View details for Web of Science ID 000233897200007

  • Context-Sensitive Program Analysis as Database Queries. Lam, M., S., Whaley, J., Livshits, V., B., Martin, M., C., Avots, D., Carbin, M. 2005
  • Improving Software Security with A C Pointer Alias Analysis. Avots, D., Dalton, M., Livshits, V., B., Lam, M., S. 2005
  • Finding Security Vulnerabilities in Java Applications Using Static Analysis. Livshits, V., B., Lam, M., S. 2005
  • Finding Application Errors using PQL: a Program Query Language. Martin, M., Livshits, V., B., Lam, M., S. 2005
  • Improving software security with a C pointer analysis 27th International Conference on Software Engineering (ICSE 2005) Avots, D., Dalton, M., Livshits, V. B., Lam, M. S. ASSOC COMPUTING MACHINERY. 2005: 332–341

    View details for Web of Science ID 000235638200047

  • Finding security vulnerabilities in Java applications with static analysis 14th USENIX Security Symposium Livshits, V. B., Lam, M. S. USENIX ASSOC. 2005: 271–286

    View details for Web of Science ID 000231792900018

  • Reflection analysis for Java 3rd Asian Symposium on Programming Languages and Systems Livshits, B., Whaley, J., Lam, M. S. SPRINGER-VERLAG BERLIN. 2005: 139–160

    View details for Web of Science ID 000233897200010

  • The collective: A cache-based system management architecture 2nd Symposium on Networked Systems Design and Implementation (NSDI 05) Chandra, R., Zeldovich, N., Sapuntzakis, C., Lam, M. S. USENIX ASSOC. 2005: 259–272

    View details for Web of Science ID 000230945500019

  • A data locality optimizing algorithm ACM SIGPLAN NOTICES Lam, M. S. 2004; 39 (4): 442-444

    View details for Web of Science ID 000221895400070

  • A Retrospective: Software Pipelining: An Effective Scheduling Technique for VLIW Machines. In 20 Years of PLDI (1979-1999): A Selection. Lam, M., S. 2004: 1
  • A Practical Dynamic Buffer Overflow Detector. Ruwase, O., Lam, M., S. 2004
  • A Retrospective: A Data Locality Optimizing Algorithm In 20 Years of PLDI (1979-1999): A Selection. Lam, M., S. 2004: 1
  • A practical flow-sensitive and context-sensitive C and C++ memory leak detector Conference on Programming Language Design and Implementation Heine, D. L., Lam, M. S. ASSOC COMPUTING MACHINERY. 2003: 168–81

    View details for Web of Science ID 000183824300015

  • A SMART scheduler for multimedia applications ACM TRANSACTIONS ON COMPUTER SYSTEMS Nieh, J., Lam, M. S. 2003; 21 (2): 117-163

    View details for Web of Science ID 000182125600001

  • Challenges and new approaches to program analysis 12th International Conference on Parallel Architectures and Compilation Techniques (PACT 2003) Lam, M. IEEE COMPUTER SOC. 2003: 102–102

    View details for Web of Science ID 000186331000011

  • Virtual Appliances in the Collective: A Road to Hassle-free Computing Sapuntzakis, C., P., Lam, M., S. 2003
  • Tracking Pointers with Path and Context Sensitivity for Bug Detection in C Programs Livshits, V., B., Lam, M., S. 2003
  • Virtual appliances for deploying and maintaining software 17th Large Installation Systems Administration Conference Sapuntzakis, C., Brumley, D., Chandra, R., Zeldovich, N., Chow, J., Lam, M. S., Rosenblum, M. USENIX ASSOC. 2003: 181–194

    View details for Web of Science ID 000221658300018

  • Enhancing software reliability with speculative threads ACM SIGPLAN NOTICES Oplinger, J., Lam, M. S. 2002; 37 (10): 184-196

    View details for Web of Science ID 000179871700015

  • An efficient inclusion-based points-to analysis for strictly-typed languages 9th International Static Analysis Symposium Whaley, J., Lam, M. S. SPRINGER-VERLAG BERLIN. 2002: 180–195

    View details for Web of Science ID 000187294400015

  • Tracking Down Software Bugs Using Automatic Anomaly Detection Hangal, S., Lam, M., S. 2002
  • Automatic Extraction of Object-Oriented Component Interfaces Whaley, J., Martin, M., C., Lam, M., S. 2002
  • Enhancing Software Reliability using Speculative Threads Oplinger, J., Lam, M., S. 2002
  • Optimizing the migration of virtual computers 5th Symposium on Operation Systems Design and Implementation (OSDI 02) Sapuntzakis, C. P., Chandra, R., Pfaff, B., Chow, J., Lam, M. S., Rosenblum, M. USENIX ASSOC. 2002: 377–390

    View details for Web of Science ID 000180402100026

  • Blocking and array contraction across arbitrarily nested loops using affine partitioning 8th ACM SIGPLAN Symposium on the Principles and Practice of Parallel Computing Lim, A. W., Liao, S. W., Lam, M. S. ASSOC COMPUTING MACHINERY. 2001: 103–12

    View details for Web of Science ID 000170206900014

  • Cache Optimizations With Affine Partitioning Lim, A., W., Lam, M., S. 2001
  • Cutting-edge designs IEEE MICRO Lam, M., Baskett, F. 2000; 20 (2): 14-15

    View details for Web of Science ID 000086194900007

  • Program analysis with partial transfer functions ACM SIGPLAN NOTICES Murphy, B. R., Lam, M. S. 1999; 34 (11): 94-103

    View details for Web of Science ID 000084855700014

  • SUIF explorer: An interactive and interprocedural parallelizer ACM SIGPLAN NOTICES Liao, S. W., Diwan, A., Bosch, R. P., Ghuloum, A., Lam, M. S. 1999; 34 (8): 37-48

    View details for Web of Science ID 000082827400005

  • A Compiler for Creating Evolutionary Software and Application Experience Technical Report CSL-TR-99-782, Stanford University Schmidt, B., K., Lam, M., S. 1999
  • An Affine Partitioning Algorithm to Maximize Parallelism and Minimize Communication Lim, A., W., Cheong, G., I., Lam, M., S. 1999
  • In Search of Speculative Thread-Level Parallelism Oplinger, J., T., Heine, D., L., Lam, M., S. 1999
  • The Interactive Performance of SLIM: a Stateless, Thin-Client Architecture Schmidt, B., Lam, M., S., Northcutt, J., D. 1999
  • The design, implementation, and evaluation of Jade ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS Rinard, M. C., Lam, M. S. 1998; 20 (3): 483-545

    View details for Web of Science ID 000075619700001

  • The Design, Implementation and Evaluation of Jade ACM Transactions on Programming Languages and Systems Rinard, M., C., Lam, M., S. 1998; 3 (20): 483-545
  • The Domain Parallel Computation Model on Warp. Tseng, P., S., Lam, M., Kung, H., T. 1998
  • Multimedia on Multiprocessors: Where's the OS When You Really Need it Nieh, J., Lam, M., S. 1998
  • SMART UNIX SVR4 support for multimedia applications IEEE International Conference on Multimedia Computing and Systems 97 Nieh, J., Lam, M. S. IEEE COMPUTER SOC. 1997: 404–414

    View details for Web of Science ID A1997BJ05W00049

  • SMART UNIX SV4 Support for Multimedia Applications Nieh, J., Lam, M., S. 1997
  • Maximizing Parallelism and Minimizing Synchronization with Affine Transforms Lim, A., W., Lam, M., S. 1997
  • The Design, Implementation and Evaluation of SMART: a Scheduler for Multimedia Applications Nieh, J., Lam, M., S. 1997
  • Software and Hardware for Exploiting Speculative Parallelism with a Multiprocessor Technical Report CSL-TR-97-715, Stanford University Oplinger, J., Heine, D., Liao, S., W., Nayfeh, B., A., Lam, M., S., Olukotun, K. 1997
  • The Design, Implementation and Evaluation of SMART: a Scheduler for Multimedia Applications Technical Report CSL-TR-97-721, Stanford University Nieh, J., Lam, M., S. 1997
  • Maximizing multiprocessor performance with the SUIF compiler COMPUTER Hall, M. W., Anderson, J. M., AMARASINGHE, S. P., Murphy, B. R., Liao, S. W., Bugnion, E., Lam, M. S. 1996; 29 (12): 84-?

    View details for Web of Science ID A1996VX48300018

  • Compiler-directed page coloring for multiprocessors 7th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-VII) Bugnion, E., Anderson, J. M., Mowry, T. C., Rosenblum, M., Lam, M. S. ASSOC COMPUTING MACHINERY. 1996: 244–55

    View details for Web of Science ID A1996VM12800024

  • Multiprocessors from a software perspective IEEE MICRO AMARASINGHE, S. P., Anderson, J. M., Wilson, C. S., Liao, S. W., Murphy, B. R., French, R. S., Lam, M. S., Hall, M. W. 1996; 16 (3): 52-61

    View details for Web of Science ID A1996UM68000012

  • Transparent fault tolerance for parallel applications on networks of workstations USENIX 1996 Annual Technical Conference Scales, D. J., Lam, M. S. USENIX ASSOC. 1996: 329–341

    View details for Web of Science ID A1996BF11Y00027

  • Context-Sensitive Interprocedural Analysis in the Presence of Dynamic Aliasing Sathyanathan, P., W., Lam, M., S. 1996
  • Current Status of the SUIF Research Project The Data Parallel Programming Model: Foundations, HPF Realization, and Scientific Applications Lam, M., S. edited by Perrin, G., R., Darte, A. Springer. 1996: 65–75
  • DATA AND COMPUTATION TRANSFORMATIONS FOR MULTIPROCESSORS 5th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming Anderson, J. M., AMARASINGHE, S. P., Lam, M. S. ASSOC COMPUTING MACHINERY. 1995: 166–78

    View details for Web of Science ID A1995RP18800018

  • EFFICIENT CONTEXT-SENSITIVE POINTER ANALYSIS FOR C PROGRAMS ACM SIGPLAN 95 Conference on Programming Language Design and Implementation Wilson, R. P., Lam, M. S. ASSOC COMPUTING MACHINERY. 1995: 1–12

    View details for Web of Science ID A1995RF78400002

  • EFFECTIVENESS OF DATA DEPENDENCE ANALYSIS INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING Maydan, D. E., HENNESSY, J. L., Lam, M. S. 1995; 23 (1): 63-81

    View details for Web of Science ID A1995QJ76700004

  • A general method for compiling event driven simulations 32nd Design Automation Conference French, R. S., Lam, M. S., LEVITT, J. R., Olukotun, K. ASSOC COMPUTING MACHINERY. 1995: 151–156

    View details for Web of Science ID A1995BD41Y00026

  • Hot Compilers for Future Hot Chips In Hot Chips VII Amarasinghe, S., P., Anderson, J., M., French, R., S., Hall, M., W., Lam, M., S., Liao, S.-W. 1995
  • Integrated Processor Scheduling for Multimedia Nieh, J., Lam, M., S. 1995
  • A Method and Apparatus for Measuring Media Synchronization Schmidt, B., K., Northcutt, J., D., Lam, M., S. 1995
  • A General Method for Compiling Event-Driven Simulations French, R., S., Lam, M., S., Levitt, J., R., Olukotun, K. 1995
  • A Fully Interprocedural System for Automatic Parallelization Hall, M., W., Amarasinghe, S., P., Murphy, B., R., Liao, S., W., Lam, M., S. 1995
  • Unified Compilation Techniques for Shared and Distributed Address Space Machines Tseng, C., W., Anderson, J., M., Amarasinghe, S., P., Lam, M., S. 1995
  • Detecting Coarse-Grain Parallelism Using an Interprocedural Parallelizing Compiler Hall, M., W., Amarasinghe, S., P., Murphy, B., R., Liao, S., W., Lam, M., S. 1995
  • AN OVERVIEW OF THE SUIF COMPILER FOR SCALABLE PARALLEL MACHINES 7th SIAM Conference on Parallel Processing for Scientific Computing AMARASINGHE, S. P., Anderson, J. M., Lam, M. S., Tseng, C. W. SIAM. 1995: 662–667

    View details for Web of Science ID A1995BC53B00147

  • SUIF - AN INFRASTRUCTURE FOR RESEARCH ON PARALLELIZING AND OPTIMIZING COMPILERS SIGPLAN NOTICES Wilson, R. P., French, R. S., Wilson, C. S., AMARASINGHE, S. P., Anderson, J. M., TJIANG, S. W., Liao, S. W., Tseng, C. W., Hall, M. W., Lam, M. S., HENNESSY, J. L. 1994; 29 (12): 31-37

    View details for Web of Science ID A1994PX39000005

  • FALSE SHARING AND SPATIAL LOCALITY IN MULTIPROCESSOR CACHES IEEE TRANSACTIONS ON COMPUTERS Torrellas, J., Lam, M. S., HENNESSY, J. L. 1994; 43 (6): 651-663

    View details for Web of Science ID A1994NR95300002

  • THE DESIGN AND EVALUATION OF A SHARED OBJECT SYSTEM FOR DISTRIBUTED MEMORY MACHINES 1st USENIX Symposium on Operating Systems Design and Implementation (OSDI) Scales, D. J., Lam, M. S. USENIX ASSOC. 1994: 101–114

    View details for Web of Science ID A1994BC18M00009

  • An Overview of a Compiler for Scalable Parallel Machines Amarasinghe, S., P., Anderson, J., M., Lam, M., S., Lim, A., W. 1994
  • Communication-Free Parallelization via Affine Transformations Lim, A., W., Lam, M., S. 1994
  • Locality Optimizations for Parallel Machines Lam, M., S. 1994
  • An Efficient Shared Memory System for Distributed Memory Machines Technical Report CSL-TR-94-627, Stanford University Scales, D., J., Lam, M., S. 1994
  • SUIF: A Parallelizing and Optimizing Research Compiler Technical Report CSL-TR-94-620, Stanford University, May 1994. ACM SIGPLAN Notices Wilson, R., P., French, R., S., Wilson, C., S., Amarasinghe, S., P., Anderson, J., M., Tjiang, S., W. K., Lam, M. S. 1994: 31-37
  • COMMUNICATION OPTIMIZATION AND CODE GENERATION FOR DISTRIBUTED-MEMORY MACHINES CONF ON PROGRAMMING LANGUAGE DESIGN AND IMPLEMENTATION AMARASINGHE, S. P., Lam, M. S. ASSOC COMPUTING MACHINERY. 1993: 126–38

    View details for Web of Science ID A1993LF54700013

  • GLOBAL OPTIMIZATIONS FOR PARALLELISM AND LOCALITY ON SCALABLE PARALLEL MACHINES CONF ON PROGRAMMING LANGUAGE DESIGN AND IMPLEMENTATION Anderson, J. M., Lam, M. S. ASSOC COMPUTING MACHINERY. 1993: 112–25

    View details for Web of Science ID A1993LF54700012

  • JADE - A HIGH-LEVEL, MACHINE-INDEPENDENT LANGUAGE FOR PARALLEL PROGRAMMING COMPUTER Rinard, M. C., Scales, D. J., Lam, M. S. 1993; 26 (6): 28-38

    View details for Web of Science ID A1993LF85000004

  • Jade: A High-Level, Machine-Independent Language for Parallel Programming IEEE Computer Rinard, M., C., Scales, D., J., Lam, M., S. 1993; 6 (26): 28 - 38
  • Communication Optimization and Code Generation for Distributed Memory Machines Amarasinghe, S., P., Lam, M., S. 1993
  • Data Dependence and Data-Flow Analysis of Arrays Maydan, D., E., Amarasinghe, S., Lam, M., S. 1993
  • Array Data Flow Analysis and its Use in Array Privatization Maydan, D., R., Amarasinghe, S., P., Lam, M., S. 1993
  • EFFICIENT SUPERSCALAR PERFORMANCE THROUGH BOOSTING SIGPLAN NOTICES Smith, M. D., Horowitz, M., Lam, M. S. 1992; 27 (9): 248-259

    View details for Web of Science ID A1992JT83700021

  • DESIGN AND EVALUATION OF A COMPILER ALGORITHM FOR PREFETCHING SIGPLAN NOTICES Mowry, T. C., Lam, M. S., Gupta, A. 1992; 27 (9): 62-73

    View details for Web of Science ID A1992JT83700006

  • THE STANFORD DASH MULTIPROCESSOR COMPUTER Lenoski, D., LAUDON, J., Gharachorloo, K., Weber, W. D., Gupta, A., Hennessy, J., Horowitz, M., Lam, M. S. 1992; 25 (3): 63-79

    View details for Web of Science ID A1992HH04100006

  • INTEGRATING SCALAR OPTIMIZATION AND PARALLELIZATION LECTURE NOTES IN COMPUTER SCIENCE Tjiang, S., Wolf, M., Lam, M., Pieper, K., Hennessy, J. 1992; 589: 137-151

    View details for Web of Science ID A1992KQ19600010

  • INTEGRATING SCALAR OPTIMIZATION AND PARALLELIZATION 4TH INTERNATIONAL WORKSHOP ON LANGUAGES AND COMPILERS FOR PARALLEL COMPUTING Tjiang, S., Wolf, M., Lam, M., Pieper, K., Hennessy, J. SPRINGER-VERLAG BERLIN. 1992: 137–151

    View details for Web of Science ID A1992BX63Q00010

  • HIERARCHICAL CONCURRENCY IN JADE 4TH INTERNATIONAL WORKSHOP ON LANGUAGES AND COMPILERS FOR PARALLEL COMPUTING Scales, D., Rinard, M., Lam, M., Anderson, J. SPRINGER-VERLAG BERLIN. 1992: 50–64

    View details for Web of Science ID A1992BX63Q00005

  • Integrating Scalar Optimizations and Parallelization. Tjiang, S., W. K., Wolf, M., E., Lam, M., S., Pieper, K., Hennessy, J., L. 1992
  • Semantic Foundations of Jade Rinard, M., C., Lam, M., S. 1992
  • Limits of Control Flow on Parallelism Lam, M., S., Wilson, R., P. 1992
  • Heterogeneous Parallel Programming in Jade Rinard, M., C., Scales, D., J., Lam, M., S. 1992
  • HIERARCHICAL CONCURRENCY IN JADE LECTURE NOTES IN COMPUTER SCIENCE Scales, D., Rinard, M., Lam, M., Anderson, J. 1992; 589: 50-64

    View details for Web of Science ID A1992KQ19600005

  • A LOOP TRANSFORMATION THEORY AND AN ALGORITHM TO MAXIMIZE PARALLELISM IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS Wolf, M. E., Lam, M. S. 1991; 2 (4): 452-471

    View details for Web of Science ID A1991GK69800007

  • COARSE-GRAIN PARALLEL PROGRAMMING IN JADE SYMP ON PRINCIPLES AND PRACTICES PARALLEL PROGRAMMING Lam, M. S., Rinard, M. C. ASSOC COMPUTING MACHINERY. 1991: 94–105

    View details for Web of Science ID A1991FP75700011

  • EFFICIENT AND EXACT DATA DEPENDENCE ANALYSIS CONF ON PROGRAMMING LANGUAGE : DESIGN AND IMPLEMENTATION Maydan, D. E., HENNESSY, J. L., Lam, M. S. ASSOC COMPUTING MACHINERY. 1991: 1–14

    View details for Web of Science ID A1991FP75600002

  • THE CACHE PERFORMANCE AND OPTIMIZATIONS OF BLOCKED ALGORITHMS 4TH INTERNATIONAL CONF ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS Lam, M. S., ROTHBERG, E. E., Wolf, M. E. ASSOC COMPUTING MACHINERY. 1991: 63–74

    View details for Web of Science ID A1991FN30700008

  • A Loop Transformation Theory and Algorithm to Maximize Parallelism IEEE Transactions on Parallel and Distributed Systems Wolf, M., E., Lam, M., S. 1991; 4 (2): 452-471
  • Automatic Blocking by a Compiler. Lam, M., S., Wolf, M., E. 1991
  • An Algorithmic Approach to Compound Loop Transformations. Advances in Languages and Compilers for Parallel Processing. Wolf, M., E., Lam, M., S. edited by Nicolau et al., A. MIT Press. 1991: 243–259
  • A Data Locality Optimizing Algorithm. Wolf, M., E., Lam, M., S. 1991
  • Simple Data Placement Optimizations to Reduce Multiprocessor Cache Miss Rates. Torrellas, J., Lam, M., Hennessy, J., L. 1990
  • Compiler Optimizations for Superscalar Computers Lam, M., S. 1990
  • Design of Scalable Shared-Memory Multiprocessors: The DASH Approach. Lenoski, D., Gharachorloo, K., Laudon, J., Gupta, A., Hennessy, J., Horowitz, M., Lam, M. S. 1990
  • Boosting Beyond Static Scheduling in a Superscalar Processor. Smith, M., D., Lam, M., S., Horowitz, M., A. 1990
  • Supporting Systolic and Memory Communication in iWarp. Borkar, S., Cohn, R., Cox, G., Gross, T., Kung, H., T., Lam, M. 1990
  • INSTRUCTION SCHEDULING FOR SUPERSCALAR ARCHITECTURES ANNUAL REVIEW OF COMPUTER SCIENCE Lam, M. S. 1989; 4: 173-201

    View details for Web of Science ID A1989DF24000007

  • An Approach to Automatic Generation of Linear Systolic Array Programs. Kung, H., T., Lam, M. 1989
  • Design of the Stanford DASH Multiprocessor. Technical Report CSL-TR-89-403, Stanford University Lenoski, D., Gharachorloo, K., Laudon, J., Gupta, A., Hennessy, J., Horowitz, M., Lam, M. S. 1989
  • Architecture and Compiler Tradeoffs for a Long Instruction Word Microprocessor. Cohn, R., Gross, T., Lam, M., Tseng, P., S. 1989
  • A Systolic Array Optimizing Compiler. Lam, M., S. Kluwer Academic Publishers. 1988
  • Compiler Optimizations for Asynchronous Systolic Array Programs. Lam, M. 1988
  • iWarp: An Integrated Solution to High-Speed Parallel Computing. Borkar, S., Cohn, R., Cox, G., Gleason, S., Gross, T., Kung, H., T., Lam, M. S. 1988
  • The Warp Computer: Architecture, Implementation and Performance. IEEE Transactions on Computers Annaratone, M., Arnould, E., Gross, T., Kung, H., T., Lam, M., Menzilcioglu, O. 1987; 12 (C-36): 1523-1538
  • Architecture of Warp. Annaratone, M., Arnould, E., Cohn, R., Gross, T., Lam, M., Lieu, P. 1987
  • The Warp Programming Environment. Bruegge, B., Chang, C., Cohn, R., Gross, T., Lam, M., Lieu, P. 1987
  • Programming Warp. Bruegge, B., Chang, C., Cohn, R., Gross, T., Lam, M., Lieu, P. 1987
  • Warp Architecture: From Prototype to Production. Annaratone, M., Arnould, E., Cohn, R., Gross, T., Kung, H., T., Lam, M. 1987
  • Compilation for a High-Performance Systolic Array. Gross, T., Lam, M. 1986
  • Warp Architecture and Implementation. Annaratone, M., Arnould, E., Gross, T., Kung, H., T., Lam, M., Menzilcioglu, O. 1986
  • A Transformational Model of VLSI Systolic Design. IEEE Computer Lam, M., Mostow, J. 1985; 2 (18): 45-52
  • Warp as a Machine for Low-Level Vision. Gross, T., Kung, H., T., Lam, M., Webb, J. 1985
  • Wafer-Scale Integration and Two-Level Pipelined Implementations of Systolic Arrays. Journal of Parallel and Distributed Computing Kung, H., T., Lam, M. 1984; 1 (1): 32-63
  • Fault-Tolerance and Two-Level Pipelining in VLSI Systolic Arrays. Kung, H., T., Lam, M., S. 1984
  • A Transformational Model of VLSI Systolic Design. Lam, M., Mostow, J. 1983