Ali Ghodsi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
78
Venues
33
Active years
2003–2024
Best venue rank
A*
Where they publish
- A*SIGMOD7 papers
- BIJCNN7 papers
- A*EMNLP6 papers
- NationalNSDI6 papers
- AEACL4 papers
- A*ICDM4 papers
- NationalHOTNETS4 papers
- ACIDR3 papers
- BCLOUD3 papers
- A*SIGCOMM3 papers
- A*AAAI3 papers
- ANAACL2 papers
- A*ACL2 papers
- AUAI2 papers
- AHotOS2 papers
- A*ICML2 papers
- A*IJCAI2 papers
- AustralasianAI1 paper
- BCOLING1 paper
- AAISTATS1 paper
- A*SOSP1 paper
- AEuroSys1 paper
- NationalICCVG1 paper
- BRECOMB1 paper
- BICPR1 paper
- AHPDC1 paper
- NationalISAIM1 paper
- BCCGRID1 paper
- BEuroPar1 paper
- A*CVPR1 paper
- CISRR1 paper
- A*ECCV1 paper
- BOPODIS1 paper
Papers
78 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | EACL | Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference. | Parsa Kavehzadeh, Mojtaba Valipour, Marzieh S. Tahaei, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2024 | EMNLP | QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning. | Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2024 | NAACL | Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification. | Marzieh S. Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-Hermelo, Khalil Bibi, Yimeng Wu, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh |
| 2023 | CIDR | Making Data Engineering Declarative. | Michael Armbrust, Ali Ghodsi, Reynold Xin, Vuk Ercegovac, Sourav Chatterji, Eun-Gyu Kim, Paul Lappas, Yannis Papakonstantinou, Yingyi Bu, Yuhong Chen, Yijia Cui, Rahul Govind, Aakash Japi, Kiavash Kianfar, Xi Liang, Jon Mio, Mukul Murthy, Supun Nakandala, Andreas Neumann, Nitin Sharma, Yannis Sismanis, Justin Tang, Joseph Torres, Min Yang, Li Zhang, Bilal Aslam |
| 2023 | EACL | Do we need Label Regularization to Fine-tune Pre-trained Language Models? | Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi |
| 2023 | EACL | DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation. | Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi |
| 2022 | ACL | When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation. | Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi |
| 2022 | AI | Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. | Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley |
| 2022 | COLING | Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher. | Mehdi Rezagholizadeh, Aref Jafari, Puneeth S. M. Saladi, Pranav Sharma, Ali Saheb Pasand, Ali Ghodsi |
| 2022 | EMNLP | Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization. | Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi |
| 2022 | EMNLP | Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging. | Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais |
| 2022 | NAACL | KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation. | Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia, Ali Ghodsi, Mehdi Rezagholizadeh |
| 2021 | ACL | Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data Augmentation via MiniMax. | Ehsan Kamalloo, Mehdi Rezagholizadeh, Peyman Passban, Ali Ghodsi |
| 2021 | CIDR | Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics. | Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust |
| 2021 | EACL | Annealing Knowledge Distillation. | Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi |
| 2021 | EMNLP | How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding. | Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh |
| 2021 | EMNLP | RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation. | Peng Lu, Abbas Ghaddar, Ahmad Rashid, Mehdi Rezagholizadeh, Ali Ghodsi, Philippe Langlais |
| 2021 | EMNLP | Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation. | Yimeng Wu, Mehdi Rezagholizadeh, Abbas Ghaddar, Md. Akmal Haidar, Ali Ghodsi |
| 2020 | SIGMOD | Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle. | Andrew Chen, Andy Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar |
| 2018 | AISTATS | Robust Locally-Linear Controllable Embedding. | Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh, Hung Bui, Ali Ghodsi |
| 2018 | IJCNN | Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. | Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray |
| 2018 | IJCNN | Distance Correlation Autoencoder. | Rick Wang, Amir-Hossein Karimi, Ali Ghodsi |
| 2018 | SIGMOD | Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark. | Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia |
| 2017 | IJCNN | Generative mixture of networks. | Ershad Banijamali, Ali Ghodsi, Pascal Poupart |
| 2017 | SOSP | Drizzle: Fast and Adaptable Stream Processing at Scale. | Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica |
| 2016 | NSDI | HUG: Multi-Resource Fairness for Correlated and Elastic Demands. | Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica |
| 2016 | NSDI | FairRide: Near-Optimal, Fair Cache Sharing. | Qifan Pu, Haoyuan Li, Matei Zaharia, Ali Ghodsi, Ion Stoica |
| 2016 | SIGMOD | SparkR: Scaling R Programs with Spark. | Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia |
| 2015 | CIDR | The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox. | Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez, Haoyuan Li, Zhao Zhang, Michael J. Franklin, Ali Ghodsi, Michael I. Jordan |
| 2015 | IJCNN | Kolmogorov complexity vector: A novel data representation. | Ge Yang, Ali Ghodsi |
| 2015 | SIGMOD | Spark SQL: Relational Data Processing in Spark. | Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia |
| 2015 | SIGMOD | Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. | Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica |
| 2015 | UAI | Learning the Structure of Sum-Product Networks via an SVD-based Algorithm. | Tameem Adel, David Balduzzi, Ali Ghodsi |
| 2014 | CLOUD | Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks. | Haoyuan Li, Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica |
| 2014 | SIGMOD | Scalable atomic visibility with RAMP transactions. | Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica |
| 2013 | CLOUD | Hierarchical scheduling for diverse datacenter workloads. | Arka Aloke Bhattacharya, David E. Culler, Eric J. Friedman, Ali Ghodsi, Scott Shenker, Ion Stoica |
| 2013 | EuroSys | Choosy: max-min fair sharing for datacenter jobs with constraints. | Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica |
| 2013 | HotOS | HAT, Not CAP: Towards Highly Available Transactions. | Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica |
| 2013 | ICDM | Distributed Column Subset Selection on MapReduce. | Ahmed K. Farahat, Ahmed Elgohary, Ali Ghodsi, Mohamed S. Kamel |
| 2013 | NSDI | Effective Straggler Mitigation: Attack of the Clones. | Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica |
| 2013 | SIGMOD | Bolt-on causal consistency. | Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica |
| 2013 | SIGCOMM | Less pain, most of the gain: incrementally deployable ICN. | Seyed Kaveh Fayazbakhsh, Yin Lin, Amin Tootoonchian, Ali Ghodsi, Teemu Koponen, Bruce M. Maggs, K. C. Ng, Vyas Sekar, Scott Shenker |
| 2013 | SIGCOMM | CAP for networks. | Aurojit Panda, Colin Scott, Ali Ghodsi, Teemu Koponen, Scott Shenker |
| 2012 | CLOUD | The potential dangers of causal consistency and an explicit solution. | Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica |
| 2012 | HOTNETS | Software-defined internet architecture: decoupling architecture from infrastructure. | Barath Raghavan, Martn Casado, Teemu Koponen, Sylvia Ratnasamy, Ali Ghodsi, Scott Shenker |
| 2012 | ICCVG | Supervised Texture Classification Using a Novel Compression-Based Similarity Measure. | Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel |
| 2012 | ICDM | Adapting Component Analysis. | Fatemeh Dorri, Ali Ghodsi |
| 2012 | ICDM | Low Dimensional Localized Clustering (LDLC). | Pooyan Khajehpour Tadavani, Ali Ghodsi |
| 2012 | NSDI | PACMan: Coordinated Memory Caching for Parallel Jobs. | Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica |
| 2012 | RECOMB | Protein Structure by Semidefinite Facial Reduction. | Babak Alipanahi, Nathan Krislock, Ali Ghodsi, Henry Wolkowicz, Logan Donaldson, Ming Li |
| 2012 | UAI | Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions. | Mathieu Sinn, Ali Ghodsi, Karsten Keller |
| 2012 | SIGCOMM | Multi-resource fair queueing for packet processing. | Ali Ghodsi, Vyas Sekar, Matei Zaharia, Ion Stoica |
| 2011 | HOTNETS | Information-centric networking: seeing the forest for the trees. | Ali Ghodsi, Scott Shenker, Teemu Koponen, Ankit Singla, Barath Raghavan, James Wilcox |
| 2011 | HOTNETS | Intelligent design enables architectural evolution. | Ali Ghodsi, Scott Shenker, Teemu Koponen, Ankit Singla, Barath Raghavan, James Wilcox |
| 2011 | HotOS | Disk-Locality in Datacenter Computing Considered Irrelevant. | Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica |
| 2011 | ICDM | An Efficient Greedy Method for Unsupervised Feature Selection. | Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel |
| 2011 | IJCNN | Parameter selection for smoothing splines using Stein's Unbiased Risk Estimator. | Sepideh Seifzadeh, Mohammad Rostami, Ali Ghodsi, Fakhreddine Karray |
| 2011 | IJCNN | Robust locally linear embedding using penalty functions. | Manda Winlaw, Leila Samimi-Dehkordi, Ali Ghodsi |
| 2011 | NSDI | Dominant Resource Fairness: Fair Allocation of Multiple Resource Types. | Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica |
| 2011 | NSDI | Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center. | Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica |
| 2010 | AAAI | Conformal Mapping by Computationally Efficient Methods. | Stefan Pintilie, Ali Ghodsi |
| 2010 | HOTNETS | HTTP as the narrow waist of the future internet. | Lucian Popa, Ali Ghodsi, Ion Stoica |
| 2010 | ICPR | Rare Class Classification by Support Vector Machine. | He He, Ali Ghodsi |
| 2008 | AAAI | Distance Metric Learning Versus Fisher Discriminant Analysis. | Babak Alipanahi, Michael Biggs, Ali Ghodsi |
| 2008 | HPDC | Key-based consistency and availability in structured overlay networks. | Tallat M. Shafaat, Thorsten Schtt, Monika Moser, Seif Haridi, Ali Ghodsi, Alexander Reinefeld |
| 2008 | ICML | Nonnegative matrix factorization via rank-one downdate. | Michael Biggs, Ali Ghodsi, Stephen A. Vavasis |
| 2008 | ISAIM | Scalable Action Respecting Embedding. | Michael Biggs, Ali Ghodsi, Dana F. Wilkinson, Michael H. Bowling |
| 2007 | IJCAI | Improving Embeddings by Flexible Exploitation of Side Information. | Ali Ghodsi, Dana F. Wilkinson, Finnegan Southey |
| 2006 | AAAI | Subjective Mapping. | Michael H. Bowling, Dana F. Wilkinson, Ali Ghodsi |
| 2006 | CCGRID | Fast Freenet: Improving Freenet Performance by Preferential Partition Routing and File Mesh Propagation. | Hans-Emil Skogh, Jonas Haeggstrom, Ali Ghodsi, Rassul Ayani |
| 2006 | EuroPar | DOH: A Content Delivery Peer-to-Peer Network. | Jimmy Jernberg, Vladimir Vlassov, Ali Ghodsi, Seif Haridi |
| 2005 | CVPR | Tangent-Corrected Embedding. | Ali Ghodsi, Jiayuan Huang, Finnegan Southey, Dale Schuurmans |
| 2005 | ICML | Action respecting embedding. | Michael H. Bowling, Ali Ghodsi, Dana F. Wilkinson |
| 2005 | IJCAI | Learning Subjective Representations for Planning. | Dana F. Wilkinson, Michael H. Bowling, Ali Ghodsi |
| 2005 | ISRR | Subjective Localization with Action Respecting Embedding. | Michael H. Bowling, Dana F. Wilkinson, Ali Ghodsi, Adam Milstein |
| 2004 | ECCV | Transformation-Invariant Embedding for Image Analysis. | Ali Ghodsi, Jiayuan Huang, Dale Schuurmans |
| 2003 | IJCNN | Automatic basis selection for RBF networks using Stein's unbiased risk estimator. | Ali Ghodsi, Dale Schuurmans |
| 2003 | OPODIS | Multicast in DKS(N, k, f) Overlay Networks. | Luc Onana Alima, Ali Ghodsi, Per Brand, Seif Haridi |