Full Publication List

A complete archive of conference papers, workshops, and thesis work.

2025

SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction

2025

Saumya Chaturvedi, Aman Chadha, Laurent Bindschaedler

DL4C @ NeurIPS 2025

PDF

Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible LLM Inference

2025

Nearchos Potamitis, Lars Henning Klein, Bardia Mohammadi, Chongyang Xu, Attreyee Mukherjee, Niket Tandon, Laurent Bindschaedler, Akhil Arora

EMNLP 2025

PDF Code

A Computational Decision Support Workflow for Requirement Engineering in DAOs

2025

Quentin Botha, Laurent Bindschaedler, Christoph Siebenbrunner

RE4Web3 2025

PDF

A Requirements Analysis for a Decentralized Mathematics Prediction Market

2025

Quentin Botha, Laurent Bindschaedler, Christoph Siebenbrunner

RE4Web3 2025

PDF

Everything You Wanted to Know About Graph Neural Network Partitioning (But Were Afraid to Ask)

2025

Chongyang Xu, Laurent Bindschaedler

GRADES-NDA 2025

PDF

F3: An FPGA-accelerated FaaS Framework

2025

Charalampos Mainas, Martin Lambeck, Bruno Scheufler, Laurent Bindschaedler, Atsushi Koshiba, Pramod Bhatotia

HPDC 2025

PDF

LoRACode: LoRA Adapters for Code Embeddings

2025

Saumya Chaturvedi, Aman Chadha, Laurent Bindschaedler

DL4C @ ICLR 2025

PDF

May the Memory Be With You: Efficient and Infinitely Updatable State for Large Language Models

2025

Excel Chukwu, Laurent Bindschaedler

EuroMLSys 2025

PDF Code

The Case for Instance-Optimized LLMs in OLAP Databases

2025

Bardia Mohammadi, Laurent Bindschaedler

DOLAP 2025

PDF

Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction

2025

Qinyuan Wu, Mohammad Aflah Khan, Soumi Das, Vedant Nanda, Bishwamittra Ghosh, Camila Kolling, Till Speicher, Laurent Bindschaedler, Krishna Gummadi, Evimaria Terzi

WSDM 2025

PDF

2024

AlterEgo: A Dedicated Blockchain Node For Analytics

2024

Qi Guo, Mahdi Alizadeh, Ali Falahati, Laurent Bindschaedler

EdgeSys 2024

PDF

2023

Unshackling Database Benchmarking from Synthetic Workloads

2023

Parimarjan Negi*, Laurent Bindschaedler*, Mohammad Alizadeh, Tim Kraska, Jyoti Leeka, Anja Gruenheid, Matteo Interlandi

ICDE 2023 (Demo)

PDF

2022

Accurate Automatic Camera Calibration on Low-Quality CCTV Traffic Video Streams

2022

Audhav Durai, Sankarshanaram Vempati, Laurent Bindschaedler

CompAuto 2022

PDF

2021

Tesseract: Distributed, General Graph Pattern Mining on Evolving Graphs

2021

Laurent Bindschaedler, Jasmina Malicevic, Baptiste Lepers, Ashvin Goel, Willy Zwaenepoel

EuroSys 2021

PDF Slides Code Video

Towards a Benchmark for Learned Systems

2021

Laurent Bindschaedler, Andreas Kipf, Tim Kraska, Ryan Marcus, Umar Farooq Minhas

SMDB 2021

PDF Slides Video

2020

Hailstorm: Disaggregated Compute and Storage for Distributed LSM-based Databases

2020

Laurent Bindschaedler, Ashvin Goel, Willy Zwaenepoel

ASPLOS 2020

PDF Slides Code Video

An Architecture for Load Balance in Computer Cluster Applications

2020

Laurent Bindschaedler

PhD Thesis, EPFL

PDF

2018

Rock You Like a Hurricane: Taming Skew in Large Scale Analytics

2018

Laurent Bindschaedler, Jasmina Malicevic, Nicolas Schiper, Ashvin Goel, Willy Zwaenepoel

EuroSys 2018

PDF Slides Code Video

2015

Chaos: Scale-out Graph Processing from Secondary Storage

2015

Amitabha Roy, Laurent Bindschaedler, Jasmina Malicevic, Willy Zwaenepoel

SOSP 2015

PDF Slides Code Video

2014

Benchmarking X-Stream and Graphchi

2014

Laurent Bindschaedler, Amitabha Roy

EPFL Technical Report (2014)

PDF Code

2012

Big Brother Knows Your Friends: On Privacy of Social Communities in Pervasive Networks

2012

Igor Bilogrevic, Murtuza Jadliwala, Istvan Lam, Imad Aad, Philipp Ginzboorg, Valtteri Niemi, Laurent Bindschaedler, Jean-Pierre Hubaux

PerCom 2012

PDF

Track Me If You Can: On the Effectiveness of Context-based Identifier Changes in Deployed Mobile Networks

2012

Laurent Bindschaedler, Murtuza Jadliwala, Igor Bilogrevic, Imad Aad, Philipp Ginzboorg, Valtteri Niemi, Jean-Pierre Hubaux

NDSS 2012

PDF Slides Code

2011

Making Mobile Augmented Reality a Reality

2011

Laurent Bindschaedler, Hendrik Knoche, Jeffrey Huang

MobileHCI 2011

PDF Code