208 - ICSE 2025

VenueRogers Centre, Ottawa (formerly Shaw Centre)

Room name208

Floor2

Room number208

Capacity210

Room Information

From Wed-Fri 208 will be combined with 206.

See map. 208 entrance is at the far end of the northern little corridor from the Rideau Canal Atrium (RCC), past the entrance to 204 and just after the entrance to 206

Although they are very close, you will not be able to access 207 from 208 directly; to access it go round the corner to the RCN area.

Program

This program is tentative and subject to change.

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Sun 27 Apr
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09:00 - 10:30	Session 1: Opening / KeynoteCAIN Research and Experience Papers at 208

09:00 30m Day opening		Opening CAIN Research and Experience Papers
09:30 60m Keynote		Is Prompt Engineering? by Jeremy Barnes CAIN Research and Experience Papers

11:00 - 12:30	Session 2 CAIN Research and Experience Papers at 208

11:00 15m Talk		How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration CAIN Research and Experience Papers Shreyas Kumar Parida ETH Zurich, Ilias Gerostathopoulos Vrije Universiteit Amsterdam, Justus Bogner Vrije Universiteit Amsterdam Pre-print
11:15 15m Talk		MLScent: A tool for Anti-pattern detection in ML projects CAIN Research and Experience Papers Karthik Shivashankar University of Oslo, Antonio Martini University of Oslo
11:30 15m Talk		RAGProbe: Breaking RAG Pipelines with Evaluation Scenarios CAIN Research and Experience Papers Shangeetha Sivasothy Applied Artificial Intelligence Institute, Deakin University, Scott Barnett Deakin University, Australia, Stefanus Kurniawan Deakin University, Zafaryab Rasool Applied Artificial Intelligence Institute, Deakin University, Rajesh Vasa Deakin University, Australia
11:45 15m Talk		On-Device or Remote? On the Energy Efficiency of Fetching LLM-Generated Content CAIN Research and Experience Papers Vince Nguyen Vrije Universiteit Amsterdam, Hieu Huynh Vrije Universiteit Amsterdam, Vidya Dhopate Vrije Universiteit Amsterdam, Anusha Annengala Vrije Universiteit Amsterdam, Hiba Bouhlal Vrije Universiteit Amsterdam, Gian Luca Scoccia Gran Sasso Science Institute, Matias Martinez Universitat Politècnica de Catalunya (UPC), Vincenzo Stoico Vrije Universiteit Amsterdam, Ivano Malavolta Vrije Universiteit Amsterdam Pre-print
12:00 15m Talk		Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models CAIN Research and Experience Papers Evangelos Ntentos University of Vienna, Stephen John Warnett University of Vienna, Uwe Zdun University of Vienna
12:15 15m Talk		Investigating Issues that Lead to Code Technical Debt in Machine Learning Systems CAIN Research and Experience Papers Rodrigo Ximenes Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Antonio Pedro Santos Alves Pontifical Catholic University of Rio de Janeiro, Tatiana Escovedo Pontifical Catholic University of Rio de Janeiro, Rodrigo Spinola Virginia Commonwealth University, Marcos Kalinowski Pontifical Catholic University of Rio de Janeiro (PUC-Rio)

14:00 - 15:30	Session 3CAIN Research and Experience Papers at 208

14:00 15m Talk		Themes of Building LLM-based Applications for Production: A Practitioner's View CAIN Research and Experience Papers Alina Mailach Leipzig University, Sebastian Simon Leipzig University, Johannes Dorn Leipzig University, Norbert Siegmund Leipzig University
14:15 15m Talk		LLM-Based Safety Case Generation for Baidu Apollo: Are We There Yet? CAIN Research and Experience Papers Oluwafemi Odu York University, Alvine Boaye Belle York University, Song Wang York University
14:30 15m Talk		An AI-driven Requirements Engineering Framework Tailored for Evaluating AI-Based Software CAIN Research and Experience Papers Hamed Barzamini , Fatemeh Nazaritiji Northern Illinois University, Annalise Brockmann Northern Illinois University, Hasan Ferdowsi Northern Illinois university, Mona Rahimi Northern Illinois University
14:46 14m Talk		Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps CAIN Research and Experience Papers Kannan Parthasarathy MontyCloud, Karthik Vaidhyanathan IIIT Hyderabad, Rudra Dhar SERC, IIIT Hyderabad, India, Venkat Krishnamachari MontyCloud, Adyansh Kakran International Institute of Information Technology, Hyderabad, Sreemaee Akshathala IIIT Hyderabad, Shrikara Arun IIIT Hyderabad, Amey Karan IIIT Hyderabad, Basil Muhammed MontyCloud, Sumant Dubey MontyCloud, Mohan Veerubhotla MontyCloud
15:00 15m Talk		Generating and Verifying Synthetic Datasets with Requirements Engineering CAIN Research and Experience Papers Lynn Vonderhaar Embry-Riddle Aeronautical University, Timothy Elvira Embry-Riddle Aeronautical University, Omar Ochoa Embry-Riddle Aeronautical University
15:15 15m Talk		InsightAI: Root Cause Analysis in Large Hierarchical Log Files with Private Data Using Large Language Models CAIN Research and Experience Papers Maryam Ekhlasi Polytechnique Montreal, Anurag Prakash Ciena, Michel Dagenais Polytechnique Montréal, Maxime Lamothe Polytechnique Montreal

16:00 - 17:30	Session 4CAIN Research and Experience Papers at 208

16:00 15m Talk		DDPT: Diffusion Driven Prompt Tuning for Large Language Model Code Generation CAIN Research and Experience Papers Jinyang Li , Sangwon Hyun CREST, University of Adelaide, Muhammad Ali Babar School of Computer Science, The University of Adelaide
16:15 10m Talk		From Hazard Identification to Control Design: Proactive and AI-Supported Safety Engineering for ML-powered Systems CAIN Research and Experience Papers Yining Hong Carnegie Mellon University, Christopher Timperley , Christian Kästner Carnegie Mellon University
16:25 15m Talk		Debugging and Runtime Analysis of Neural Networks with VLMs (A Case Study) CAIN Research and Experience Papers Boyue Caroline Hu University of Toronto, Divya Gopinath KBR; NASA Ames, Ravi Mangal Colorado State University, Nina Narodytska VMware Research, Corina S. Păsăreanu Carnegie Mellon University, Susmit Jha SRI
16:40 10m Talk		Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications CAIN Research and Experience Papers Chandrasekar S IIIT Hyderabad, Vyakhya Gupta IIIT Hyderabad, Prakhar Jain IIIT Hyderabad, Karthik Vaidhyanathan IIIT Hyderabad
16:50 15m Talk		Bringing Machine Learning Models Beyond the Experimental Stage with Explainable AI CAIN Research and Experience Papers Niels With Mikkelsen Jyske Bank, Lasse Pedersen Jyske Bank, Mansoor Hussain Jyske Bank, Victor Foged Deloitte, Ekkart Kindler Technical University of Denmark
17:05 15m Talk		ImageBiTe: A Framework for Evaluating Representational Harms in Text-to-Image Models CAIN Research and Experience Papers Sergio Morales Universitat Oberta de Catalunya, Robert Clarisó Universitat Oberta de Catalunya, Jordi Cabot Luxembourg Institute of Science and Technology
17:20 10m Talk		Addressing Quality Challenges in Deep Learning: The Role of MLOps and Domain Knowledge CAIN Research and Experience Papers Santiago del Rey Universitat Politècnica De Catalunya - Barcelona Tech, Adrià Medina Universitat Politècnica de Barcelona - BarcelonaTech (UPC), Xavier Franch Universitat Politècnica de Catalunya, Silverio Martínez-Fernández UPC-BarcelonaTech Pre-print

Mon 28 Apr
Displayed time zone: Eastern Time (US & Canada) change

09:00 - 10:30	Session 5: Keynote / PostersCAIN Posters / CAIN Research and Experience Papers at 208

09:00 60m Keynote		Beyond Machine Learning and Foundation Models: A Research Roadmap for Multi-Paradigm AI Engineering by Prof. Marcos Kalinowski CAIN Research and Experience Papers
10:00 3m Talk		All You Need is an AI Platform: A Proposal for a Complete Reference Architecture CAIN Posters Benjamin Weigell University of Augsburg, Fabian Stieler University of Augsburg, Bernhard Bauer University of Augsburg
10:03 3m Talk		Evaluating Reinforcement Learning Safety and Trustworthiness in Cyber-Physical Systems CAIN Posters Katherine R. Dearstyne University of Notre Dame, Pedro Alarcon Granadeno University of Notre Dame, Theodore Chambers University of Notre Dame, Jane Cleland-Huang University of Notre Dame
10:06 3m Poster		Finding Trojan Triggers in Code LLMs: An Occlusion-based Human-in-the-loop Approach CAIN Posters Aftab Hussain Texas A&M University, College Station, Rafiqul Rabin UL Research Institutes, Toufique Ahmed IBM Research, Amin Alipour University of Houston, Bowen Xu North Carolina State University, Stephen Huang University of Houston Pre-print
10:09 3m Talk		Navigating the Shift: Architectural Transformations and Emerging Verification Demands in AI-Enabled Cyber-Physical Systems CAIN Posters Hadiza Yusuf University of Michigan - Dearborn, Khouloud Gaaloul University of Michigan - Dearborn
10:12 3m Talk		Random Perturbation Attacks on LLMs for Code Generation CAIN Posters Qiulu Peng Carnegie Mellon University, Chi Zhang , Ravi Mangal Colorado State University, Corina S. Păsăreanu Carnegie Mellon University; NASA Ames, Limin Jia
10:15 3m Talk		Safeguarding LLM-Applications: Specify or Train? CAIN Posters Hala Abdelkader Applied Artificial Intelligence Institute, Deakin University, Mohamed Abdelrazek Deakin University, Australia, Sankhya Singh Deakin University, Irini Logothetis Applied Artificial Intelligence Institute, Deakin University, Priya Rani RMIT University, Rajesh Vasa Deakin University, Australia, Jean-Guy Schneider Monash University
10:18 3m Talk		Task decomposition and RAG as Design Patterns for LLM-based Systems CAIN Posters Orlando Marquez Ayala ServiceNow

11:00 - 12:30	session 7CAIN Research and Experience Papers at 208

11:00 10m Talk		Developing Multi-Agent LLM Applications through Continuous Human-LLM Co-Programming CAIN Research and Experience Papers Hui Song SINTEF Digital, Arda Goknil SINTEF Digital, Xiaojun Jiang Oslo University Hospital, Espen Melum Oslo University Hospital, Hyunwhan Joe Seoul National University, Caterina Gazzotti University of Modena, Valerio Frascolla Intel, Adela Nedisan Videsjorden SINTEF, Phu Nguyen SINTEF
11:10 10m Talk		Towards Continuous Experiment-driven MLOps CAIN Research and Experience Papers Keerthiga Rajenthiram Vrije Universiteit Amsterdam, Milad Abdullah Charles University, Ilias Gerostathopoulos Vrije Universiteit Amsterdam, Petr Hnětynka Charles University, Tomas Bures Charles University, Czech Republic, Gerard Pons Universitat Politècnica de Catalunya, Barcelona, Spain, Besim Bilalli Universitat Politècnica de Catalunya, Barcelona, Spain, Anna Queralt Universitat Politècnica de Catalunya, Barcelona, Spain
11:20 10m Talk		Designing and implementing LLM guardrails components in production environments CAIN Research and Experience Papers Mateus Devino IBM, Evaline Ju IBM, Paulo Marques Caldeira Junior IBM
11:30 10m Talk		Towards a Domain-Specific Modeling Language for Streamlined Change Management in AI Systems Development CAIN Research and Experience Papers Razan Abualsaud IRIT, CNRS, Toulouse
11:40 10m Talk		LoCoML: A Framework for Real-World ML Inference Pipelines CAIN Research and Experience Papers Kritin Maddireddy IIIT Hyderabad, Santhosh Kotekal Methukula IIIT Hyderabad, Chandrasekar S IIIT Hyderabad, Karthik Vaidhyanathan IIIT Hyderabad

14:00 - 15:30	Session 8CAIN Industry Talks at 208

14:15 12m Talk		Challenges in AI Projects for Machinery and Plant Engineering CAIN Industry Talks Richard Nordsiek XITASO GmbH IT & Software Solutions, Jan-Philipp Steghöfer XITASO GmbH IT & Software Solutions, Manish Bhandari XITASO GmbH IT and Software Solutions
14:27 12m Talk		Is Generated Images Suitable for Weakness Detection? CAIN Industry Talks Haruki Yokoyama Fujitsu Limited, Fuyuki Ishikawa National Institute of Informatics
14:39 12m Talk		SqPal - text to SQL GenAI tool for PayPal CAIN Industry Talks Dan Liyanage PayPal, Mahshid Moha PayPal, Sandy Suresh PayPal

Sat 3 May
Displayed time zone: Eastern Time (US & Canada) change

14:00 - 15:30	Emerging topics in software-intensive businessIWSiB at 208

14:00 22m Talk		On the evaluation of StartupGPT: A Retrieval-Augmented AI Chatbot for Delivering Research-Driven Guidance to Startups IWSiB Helene Fønstelien Sunde Norwegian University of Science and Technology, Thea Lovise Ahlgren Norwegian University of Science and Technology, Letizia Jaccheri Norwegian University of Science and Technology (NTNU), Anh Nguyen Duc University College of Southeast Norway
14:22 22m Talk		Learning from successful urgent automation of case processing of public services during COVID-19 IWSiB Leif Knutsen Simula Metropolitan Center for Digital Engineering, Karl Kristian Larsson Simula Metropolitan Center for Digital Engineering, Jo Hannay Simula Research Laboratory
14:45 22m Talk		Exploring Researchers' Perspectives on 6G Technology for Sustainable Business Innovation IWSiB Muhammad Azeem Akbar LUT University, Paniz Sepehrian LUT University, Saima Rafi Edinburgh Napier University, Arif Ali Khan University of Oulu, Sami Hyrynsalmi LUT University
15:07 22m Talk		Analysing sentiments generated through emotions in hybrid work (agile retrospective) meetings IWSiB Dron Khanna Free University of Bozen-Bolzano, Abdullah Aldaeej Imam Abdulrahman Bin Faisal University

16:00 - 17:30	Startups, technical debt and closingIWSiB at 208 Chair(s): Jorge Melegati Free University of Bozen-Bolzano

16:00 22m Talk		Identifying Key Requirements Prioritization Criteria for Software Startup Survival: From Literature Review to Startup Focused Prioritization Method IWSiB Frédéric Pattyn Ghent University
16:22 22m Talk		Mitigating Digital Debt in Packaged Enterprise System Customization IWSiB Chandan Singh University of Jyväskylä, Jyväskylä, Finland, Samuli Pekkola University of Jyväskylä, Jyväskylä, Finland
16:45 22m Talk		The Ambidextrous Startup: Balance Between Exploitation of Present and Exploration of Future IWSiB Nan Yang LUT University, Xiaofeng Wang Free University of Bozen-Bolzano, Dominik Siemon LUT University, Sami Hyrynsalmi LUT University
17:07 22m Day closing		Closing IWSiB Jorge Melegati Free University of Bozen-Bolzano

Sun 27 Apr
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208	CAIN Research and Experience Papers Session 1: Opening / Keynote																								CAIN Research and Experience Papers Session 2																																				CAIN Research and Experience Papers Session 3																								CAIN Research and Experience Papers Session 4

Mon 28 Apr
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208	CAIN Posters + CAIN Research and Experience Papers Session 5: Keynote / Posters																								CAIN Research and Experience Papers session 7																																				CAIN Industry Talks Session 8																								CAIN Research and Experience Papers

Tue 29 Apr
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208	GE@ICSE																								GE@ICSE																																				GE@ICSE																								GE@ICSE

Sat 3 May
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Room	9:00						30						10:00						30						11:00						30						12:00						30						13:00						30						14:00						30						15:00						30						16:00						30						17:00						30
208	SESoS																								SESoS																																				IWSiB Emerging topics in software-intensive business																								IWSiB Startups, technical debt and closing

Sun 27 Apr
Displayed time zone: Eastern Time (US & Canada) change


Room	9:00			15			30			45			10:00			15			30			45			11:00			15			30			45			12:00			15			30			45			13:00			15			30			45			14:00			15			30			45			15:00			15			30			45			16:00			15			30			45			17:00			15			30			45
208	CAIN Research and Experience Papers Opening 09:00 - 09:30						CAIN Research and Experience Papers Is Prompt Engineering? by Jeremy Barnes 09:30 - 10:30																		CAIN Research and Experience Papers How Do Model Export Formats Impact the Development of ML-Enabled System ... 11:00 - 11:15			CAIN Research and Experience Papers MLScent: A tool for Anti-pattern detection in ML projects 11:15 - 11:30			CAIN Research and Experience Papers RAGProbe: Breaking RAG Pipelines with Evaluation Scenarios 11:30 - 11:45			CAIN Research and Experience Papers On-Device or Remote? On the Energy Efficiency of Fetching LLM-Generated ... 11:45 - 12:00			CAIN Research and Experience Papers Rule-Based Assessment of Reinforcement Learning Practices Using Large L ... 12:00 - 12:15			CAIN Research and Experience Papers Investigating Issues that Lead to Code Technical Debt in Machine Learni ... 12:15 - 12:30																					CAIN Research and Experience Papers Themes of Building LLM-based Applications for Production: A Practitione ... 14:00 - 14:15			CAIN Research and Experience Papers LLM-Based Safety Case Generation for Baidu Apollo: Are We There Yet? 14:15 - 14:30			CAIN Research and Experience Papers An AI-driven Requirements Engineering Framework Tailored for Evaluating ... 14:30 - 14:45			CAIN Research and Experience Papers Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps 14:46 - 15:00			CAIN Research and Experience Papers Generating and Verifying Synthetic Datasets with Requirements Engineering 15:00 - 15:15			CAIN Research and Experience Papers InsightAI: Root Cause Analysis in Large Hierarchical Log Files with Pri ... 15:15 - 15:30									CAIN Research and Experience Papers DDPT: Diffusion Driven Prompt Tuning for Large Language Model Code Gene ... 16:00 - 16:15			CAIN Research and Experience Papers From Hazard Identification to Control Design: Proactive and AI-Supporte ... 16:15 - 16:25		CAIN Research and Experience Papers Debugging and Runtime Analysis of Neural Networks with VLMs (A Case Study) 16:25 - 16:40			CAIN Research and Experience Papers Approach Towards Semi-Automated Certification for Low Criticality ML-En ... 16:40 - 16:50		CAIN Research and Experience Papers Bringing Machine Learning Models Beyond the Experimental Stage with Exp ... 16:50 - 17:05			CAIN Research and Experience Papers ImageBiTe: A Framework for Evaluating Representational Harms in Text-to ... 17:05 - 17:20			CAIN Research and Experience Papers Addressing Quality Challenges in Deep Learning: The Role of MLOps and D ... 17:20 - 17:30

Mon 28 Apr
Displayed time zone: Eastern Time (US & Canada) change


Room	9:00			15			30			45			10:00			15			30			45			11:00			15			30			45			12:00			15			30			45			13:00			15			30			45			14:00			15			30			45
208	CAIN Research and Experience Papers Beyond Machine Learning and Foundation Models: A Research Roadmap for M ... 09:00 - 10:00												CAIN Posters All You Need is an AI Platform: A Proposal for a Complete Reference Arc ... 10:00 - 10:03	CAIN Posters Evaluating Reinforcement Learning Safety and Trustworthiness in Cyber-P ... 10:03 - 10:06	CAIN Posters Finding Trojan Triggers in Code LLMs: An Occlusion-based Human-in-the-l ... 10:06 - 10:09	CAIN Posters Navigating the Shift: Architectural Transformations and Emerging Verifi ... 10:09 - 10:12	CAIN Posters Random Perturbation Attacks on LLMs for Code Generation 10:12 - 10:15	CAIN Posters Safeguarding LLM-Applications: Specify or Train? 10:15 - 10:18	CAIN Posters Task decomposition and RAG as Design Patterns for LLM-based Systems 10:18 - 10:21									CAIN Research and Experience Papers Developing Multi-Agent LLM Applications through Continuous Human-LLM Co ... 11:00 - 11:10		CAIN Research and Experience Papers Towards Continuous Experiment-driven MLOps 11:10 - 11:20		CAIN Research and Experience Papers Designing and implementing LLM guardrails components in production envi ... 11:20 - 11:30		CAIN Research and Experience Papers Towards a Domain-Specific Modeling Language for Streamlined Change Mana ... 11:30 - 11:40		CAIN Research and Experience Papers LoCoML: A Framework for Real-World ML Inference Pipelines 11:40 - 11:50																															CAIN Industry Talks Challenges in AI Projects for Machinery and Plant Engineering 14:15 - 14:27		CAIN Industry Talks Is Generated Images Suitable for Weakness Detection? 14:27 - 14:39			CAIN Industry Talks SqPal - text to SQL GenAI tool for PayPal 14:39 - 14:51

Sat 3 May
Displayed time zone: Eastern Time (US & Canada) change


Room	14:00			15			30			45			15:00			15			30			45			16:00			15			30			45			17:00			15			30			45
208	IWSiB On the evaluation of StartupGPT: A Retrieval-Augmented AI Chatbot for D ... 14:00 - 14:22				IWSiB Learning from successful urgent automation of case processing of public ... 14:22 - 14:45					IWSiB Exploring Researchers' Perspectives on 6G Technology for Sustainable Bu ... 14:45 - 15:07				IWSiB Analysing sentiments generated through emotions in hybrid work (agile r ... 15:07 - 15:30											IWSiB Identifying Key Requirements Prioritization Criteria for Software Start ... 16:00 - 16:22				IWSiB Mitigating Digital Debt in Packaged Enterprise System Customization 16:22 - 16:45					IWSiB The Ambidextrous Startup: Balance Between Exploitation of Present and E ... 16:45 - 17:07				IWSiB Closing 17:07 - 17:30

Room information: 208

This program is tentative and subject to change.

Sun 27 Apr
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Mon 28 Apr
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Sat 3 May
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Sun 27 Apr
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CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Research and Experience Papers

Mon 28 Apr
Displayed time zone: Eastern Time (US & Canada) change

CAIN Posters + CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Industry Talks

CAIN Research and Experience Papers

Tue 29 Apr
Displayed time zone: Eastern Time (US & Canada) change

GE@ICSE

GE@ICSE

GE@ICSE

GE@ICSE

Sat 3 May
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SESoS

SESoS

IWSiB

IWSiB

Sun 27 Apr
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Mon 28 Apr
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Sat 3 May
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Tracks

Co-hosted Conferences

Workshops

Room information: 208

This program is tentative and subject to change.

Program Display Configuration

Sun 27 AprDisplayed time zone: Eastern Time (US & Canada) change

Mon 28 AprDisplayed time zone: Eastern Time (US & Canada) change

Sat 3 MayDisplayed time zone: Eastern Time (US & Canada) change

Sun 27 AprDisplayed time zone: Eastern Time (US & Canada) change

CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Research and Experience Papers

Mon 28 AprDisplayed time zone: Eastern Time (US & Canada) change

CAIN Posters + CAIN Research and Experience Papers

CAIN Research and Experience Papers

CAIN Industry Talks

CAIN Research and Experience Papers

Tue 29 AprDisplayed time zone: Eastern Time (US & Canada) change

GE@ICSE

GE@ICSE

GE@ICSE

GE@ICSE

Sat 3 MayDisplayed time zone: Eastern Time (US & Canada) change

SESoS

SESoS

IWSiB

IWSiB

Sun 27 AprDisplayed time zone: Eastern Time (US & Canada) change

Mon 28 AprDisplayed time zone: Eastern Time (US & Canada) change

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Sat 3 May
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