CFP: The 2nd International Workshop on Causality, Agents and Large Models (CALM)

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Please, accept our apologies in case of multiple copies of this CFP.

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The 2nd International Workshop on Causality, Agents and Large Models (CALM)

https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwww.cia=
d-lab.fr%2Fthe-2nd-international-workshop-on-causality-agents-and-large-mod=
els-calm%2F&data=3D05%7C02%7Cclean-list%40science.ru.nl%7Cde4e38b38ca84f1a9=
4fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7C0%7C63891982026789=
3278%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIl=
AiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=3DeKvW5aA=
Dwsrv9S6j549V5axq%2B4reQ95Lc0%2BRD7XxgRg%3D&reserved=3D0

University of Luxembourg, Luxembourg, 03 December 2025.

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Description:
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
Causality, Agents and Large Models (CALM) represents three rapidly-growing =
fields within artificial intelligence research. This workshop aims to bridg=
e the gap between these disciplines by investigating how causal reasoning c=
an enhance the capabilities of multi-agent systems (MAS). The workshop will=
 provide a forum for researchers to discuss theoretical foundations, practi=
cal applications, and future directions at the intersection of causal AI, L=
arge Language Models (LLM) and MAS.

CALM Workshop goals:
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
-Explore the role of causal reasoning in enhancing decision-making, coordin=
ation, and adaptation in MAS.
-Discuss technical challenges and opportunities for integrating causal AI t=
echniques and LLM into MAS frameworks.
-Foster interdisciplinary collaboration between researchers in causal reaso=
ning, LLM, and MAS.
-Identify promising directions for future research and development in this =
emerging area.

Topics:
=3D=3D=3D=3D=3D=3D=3D
-Theoretical foundations of causal reasoning in MAS
-Causal reasoning capabilities in Large Language Models
-Theoretical and practical Agentic-AI
-Applications of causal AI techniques in agent-based modeling and simulatio=
n
-Causal inference in complex and dynamic multi-agent environments
-Mechanistic Interpretability of Causality in Large Language Models
-Integration of causal reasoning with decision-making and planning in MAS
-Learning causal models from observational and interventional data in MAS
-Causal reasoning for coordination, cooperation, and communication among ag=
ents
-Challenges and opportunities for incorporating causal AI into MAS framewor=
ks
-Case studies and empirical evaluations of causal AI approaches in agents
-Generative AI as preprocessing for MAS
-Exploring causality with deep generative models
-Digital twins and simulators for interpretable synthetic data generation
-Graph neural network causal learning
-Causal reinforcement learning
-Interpretable/Explainable root cause analysis methods
-Explainable AI with active inference techniques
-Logic and argumentation-based approaches to causal reasoning

Submission guidelines:
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
Submissions will be reviewed by at least three members of the program commi=
ttee, who are experts in the field. The acceptance of the submitted papers =
will depend on their quality, relevance, and originality.
All accepted papers will be published in the Springer proceedings Communica=
tions in Computer and Information Science (CCIS) series devoted to the publ=
ication of proceedings of computer science conferences.

Participants are therefore invited to submit
Long papers: up to 16 pages in length (incl. references) or
Short papers: up to 5 pages in length (incl. references).

Papers must be edited using the LNCS format and have to be submitted electr=
onically as PDF files via the EasyChair submission page:
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Feasycha=
ir.org%2Fmy%2Fconference%3Fconf%3Dcalm25&data=3D05%7C02%7Cclean-list%40scie=
nce.ru.nl%7Cde4e38b38ca84f1a94fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47a=
f400%7C1%7C0%7C638919820267915353%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiO=
nRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D=
%7C0%7C%7C%7C&sdata=3DQBG0sElEDn61%2FmL%2FP3SMVyP4bYTAapzEWZ6mPpUKh2c%3D&re=
served=3D0

Chairs:
=3D=3D=3D=3D=3D=3D=3D
-Dr. Yazan Mualla, Associate Professor, CIAD, Belfort-Montb=E9liard Univers=
ity of Technology
yazan.mualla[at]utbm.fr
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwww.cia=
d-lab.fr%2Fyazan_mualla&data=3D05%7C02%7Cclean-list%40science.ru.nl%7Cde4e3=
8b38ca84f1a94fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7C0%7C63=
8919820267929786%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLj=
AuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sda=
ta=3DVW%2FBKf1%2Fn%2BYwcfvUWHzqPQc7f%2BodHOIwDtpJxUcO6Sg%3D&reserved=3D0
-Dr. Liuwen Yu, Postdoc, University of Luxembourg
liuwen.yu[at]uni.lu
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwww.liu=
wenyu.me%2F&data=3D05%7C02%7Cclean-list%40science.ru.nl%7Cde4e38b38ca84f1a9=
4fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7C0%7C63891982026794=
3549%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIl=
AiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=3DPihuuR9=
9RYucxTa4yfwmWAmoVj832VjgZEulVdW3qrw%3D&reserved=3D0
-Dr. Hui Zhao, Assistant Professor, (Tongji University, China).
huizhao[at]tongji.edu.cn
-Dr. Amro Najjar, Assistant Professor, (Luxembourg Institute of Science and=
 Technology, Luxembourg).
amro.najjar[at]list.lu

Advisory Board:
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
-Prof. Dr. St=E9phane Galland, Full professor, CIAD, Belfort-Montb=E9liard =
University of Technology
stephane.galland[at]utbm.fr
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwww.cia=
d-lab.fr%2Fstephane_galland%2F&data=3D05%7C02%7Cclean-list%40science.ru.nl%=
7Cde4e38b38ca84f1a94fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7=
C0%7C638919820267962257%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlY=
iOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C=
%7C&sdata=3Doqm%2B6UaERyQy1nQfn0Ljl%2B2YxAmXL3oJywp2vzLotus%3D&reserved=3D0
-Prof. Dr. Abdeljalil Abbas-Turki, Full professor, CIAD, Belfort-Montb=E9li=
ard University of Technology
abdeljalil.abbas-turki[at]utbm.fr
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Fwww.cia=
d-lab.fr%2Fabdeljalil_abbas-turki%2F&data=3D05%7C02%7Cclean-list%40science.=
ru.nl%7Cde4e38b38ca84f1a94fb08dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400=
%7C1%7C0%7C638919820267978284%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRyd=
WUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0=
%7C%7C%7C&sdata=3DVSt0p%2BdPvMPBTM18CH1edrV10qB%2B4fcwqRBgnJAbJCg%3D&reserv=
ed=3D0

Important Dates
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
Paper submission deadline: October 01st, 2025
Notification of acceptance: October 24th, 2025
Camera-ready: TBD
Workshop dates: December 03rd, 2025

All deadlines are at the end of the day specified, anywhere on Earth (UTC-1=
2).

Previous proceedings:
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D
CALM-24 (Springer)
https://eur01.safelinks.protection.outlook.com/?url=3Dhttps%3A%2F%2Flink.sp=
ringer.com%2Fbook%2F10.1007%2F978-3-031-89103-8&data=3D05%7C02%7Cclean-list=
%40science.ru.nl%7Cde4e38b38ca84f1a94fb08dde630fcb7%7C084578d9400d4a5aa7c7e=
76ca47af400%7C1%7C0%7C638919820267993288%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU=
1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyf=
Q%3D%3D%7C0%7C%7C%7C&sdata=3DUIBF6vOTRpmBOiif1DEmhlOqWG1%2FIIVgLW36bkZAYGI%=
3D&reserved=3D0

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The 2nd International Workshop on Causality, Agents and Large Models (CALM)=
</div>
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https://www.ciad-lab.fr/the-2nd-international-workshop-on-causality-agents-=
and-large-models-calm/</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
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University of Luxembourg, Luxembourg, 03 December 2025.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
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Description:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
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=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Causality, Agents and Large Models (CALM) represents three rapidly-growing =
fields within artificial intelligence research. This workshop aims to bridg=
e the gap between these disciplines by investigating how causal reasoning c=
an enhance the capabilities of multi-agent
 systems (MAS). The workshop will provide a forum for researchers to discus=
s theoretical foundations, practical applications, and future directions at=
 the intersection of causal AI, Large Language Models (LLM) and MAS.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
CALM Workshop goals:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Explore the role of causal reasoning in enhancing decision-making, coordin=
ation, and adaptation in MAS.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Discuss technical challenges and opportunities for integrating causal AI t=
echniques and LLM into MAS frameworks.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Foster interdisciplinary collaboration between researchers in causal reaso=
ning, LLM, and MAS.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Identify promising directions for future research and development in this =
emerging area.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Topics:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
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s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Theoretical foundations of causal reasoning in MAS</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Causal reasoning capabilities in Large Language Models</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Theoretical and practical Agentic-AI</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Applications of causal AI techniques in agent-based modeling and simulatio=
n</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Causal inference in complex and dynamic multi-agent environments</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Mechanistic Interpretability of Causality in Large Language Models</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Integration of causal reasoning with decision-making and planning in MAS</=
div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Learning causal models from observational and interventional data in MAS</=
div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Causal reasoning for coordination, cooperation, and communication among ag=
ents</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Challenges and opportunities for incorporating causal AI into MAS framewor=
ks</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Case studies and empirical evaluations of causal AI approaches in agents</=
div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Generative AI as preprocessing for MAS</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Exploring causality with deep generative models</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Digital twins and simulators for interpretable synthetic data generation</=
div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Graph neural network causal learning</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Causal reinforcement learning</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Interpretable/Explainable root cause analysis methods</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Explainable AI with active inference techniques</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Logic and argumentation-based approaches to causal reasoning</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Submission guidelines:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Submissions will be reviewed by at least three members of the program commi=
ttee, who are experts in the field. The acceptance of the submitted papers =
will depend on their quality, relevance, and originality.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
All accepted papers will be published in the Springer proceedings Communica=
tions in Computer and Information Science (CCIS) series devoted to the publ=
ication of proceedings of computer science conferences.</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Participants are therefore invited to submit</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Long papers: up to 16 pages in length (incl. references) or</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Short papers: up to 5 pages in length (incl. references).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Papers must be edited using the LNCS format and have to be submitted electr=
onically as PDF files via the EasyChair submission page:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://easychair.org/my/conference?conf=3Dcalm25</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Chairs:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Dr. Yazan Mualla, Associate Professor, CIAD, Belfort-Montb=E9liard Univers=
ity of Technology</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
yazan.mualla[at]utbm.fr</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://www.ciad-lab.fr/yazan_mualla</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Dr. Liuwen Yu, Postdoc, University of Luxembourg</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
liuwen.yu[at]uni.lu</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://www.liuwenyu.me/</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Dr. Hui Zhao, Assistant Professor, (Tongji University, China).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
huizhao[at]tongji.edu.cn</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Dr. Amro Najjar, Assistant Professor, (Luxembourg Institute of Science and=
 Technology, Luxembourg).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
amro.najjar[at]list.lu</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Advisory Board:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Prof. Dr. St=E9phane Galland, Full professor, CIAD, Belfort-Montb=E9liard =
University of Technology</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
stephane.galland[at]utbm.fr</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://www.ciad-lab.fr/stephane_galland/</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
-Prof. Dr. Abdeljalil Abbas-Turki, Full professor, CIAD, Belfort-Montb=E9li=
ard University of Technology</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
abdeljalil.abbas-turki[at]utbm.fr</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
https://www.ciad-lab.fr/abdeljalil_abbas-turki/</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Important Dates</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Paper submission deadline: October 01st, 2025</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Notification of acceptance: October 24th, 2025</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Camera-ready: TBD</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Workshop dates: December 03rd, 2025</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
All deadlines are at the end of the day specified, anywhere on Earth (UTC-1=
2).</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<br>
</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
Previous proceedings:</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
CALM-24 (Springer)</div>
<div style=3D"font-family: Aptos, Aptos_EmbeddedFont, Aptos_MSFontService, =
Calibri, Helvetica, sans-serif; font-size: 12pt; color: rgb(0, 0, 0);" clas=
s=3D"elementToProof">
<a id=3D"LPlnk221587" href=3D"https://eur01.safelinks.protection.outlook.co=
m/?url=3Dhttps%3A%2F%2Flink.springer.com%2Fbook%2F10.1007%2F978-3-031-89103=
-8&amp;data=3D05%7C02%7Cclean-list%40science.ru.nl%7Cde4e38b38ca84f1a94fb08=
dde630fcb7%7C084578d9400d4a5aa7c7e76ca47af400%7C1%7C0%7C638919820268023168%=
7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJ=
XaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=3DkFAnP%2B=
N3PmNGqnl0QbERaFDqfD4E8FbbHrJe3HBl2Xg%3D&amp;reserved=3D0" originalSrc=3D"h=
ttps://link.springer.com/book/10.1007/978-3-031-89103-8">https://link.sprin=
ger.com/book/10.1007/978-3-031-89103-8</a></div>
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