Publications

2025

Life Event Detection in Bank Conversations: An Industry Case Study

Victoria Armstrong , Rafal Orlowski , Pooya Sobhe Bidari , Prof. Christian Muise

CASCON
🏆 (Best Industry Paper Award)

October, 2025

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Radiomic Signatures from Baseline CT Predict Chemotherapy Response in Unresectable Colorectal Liver Metastases

Mane Piliposyan , Jacob Peoples , Mohammad Hamghalam , Ramtin Mojtahedi , Kaitlyn Kobayashi , Emily Bunker , Natalie Gangai , HyunSeon Kang , Yun Shin Chun , Prof. Christian Muise , Richard Do , Amber Simpson

JMI

October, 2025

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FixMyPlan: Leveraging Large Language Models to Fix Ill-Defined Models and Incorrect Plans

Marcus Tantakoun , Prof. Christian Muise , Xiaodan Zhu

PLAN-FM

March, 2025

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L2P: A Python Toolkit for Automated PDDL Model Generation with Large Language Models

Marcus Tantakoun , Prof. Christian Muise , Xiaodan Zhu

PLAN-FM

March, 2025

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LLMs as Planning Modelers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models

Marcus Tantakoun , Xiaodan Zhu , Prof. Christian Muise

LM4Plan

March, 2025

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Performance evaluation of a stacked classifier for predicting treatment response in unresectable colorectal liver metastases

Mane Piliposyan , M. Hamghalam , R. Mojtahedi , J. Peoples , K. Kobayashi , C. Bunker , N. Gangai , Y. Chun , R.K.G. Do , Prof. Christian Muise , Amber Simpson

SPIE-MI-CAD

February, 2025

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2024

A Goal-Directed Dialogue System for Assistance in Safety-Critical Application

Prakash Jamakatel , Rebecca De Venezia , Prof. Christian Muise , Jane Jean Kiam

IJCAI

August, 2024

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Evaluating GPT-4’s Ability to Identify Additional Context (Student Abstract)

Victoria Armstrong , Prof. Christian Muise

CCECE Student Poster

August, 2024

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Hierarchical Deep Reinforcement Learning with Cross-attention and Planning for Autonomous Roundabout Navigation

Bennet Montgomery , Prof. Christian Muise , Sidney Givigi

CCECE

August, 2024

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Using Probabilistic Planning to Model the Spread of COVID-19 in Kingston, Ontario (Student Abstract)

Bruce Chidley , Prof. Christian Muise

CCECE Student Poster

August, 2024

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Planning with mental models – Balancing explanations and explicability

Sarath Sreedharan , Tathagata Chakraborti , Prof. Christian Muise , Subbarao Kambhampati

AIJ

July, 2024

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A Survey on Plan Optimization

Pascal Bercher , Patrik Haslum , Prof. Christian Muise

IJCAI

July, 2024

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FRICODILE: Providing FRICO with Dialogue Capability

Prakash Jamakatel , Rebecca De Venezia , Prof. Christian Muise , Jane Jean Kiam

ICAPS System Demonstration

June, 2024

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Strategic Sorcery: Automated Planning for 'Magic: The Gathering'

Nicholas Tillo , Raksha Rehal , Prof. Christian Muise

ICAPS System Demonstration

June, 2024

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Bias in Planning Algorithms

Jeremy Frank , Alison Paredes , J. Benton , Prof. Christian Muise

RDDPS

June, 2024

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One Repair to Rule Them All: Repairing a Broken Planning Domain Using Multiple Instances

Alba Gragera , Prof. Christian Muise

RDDPS

June, 2024

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Planning Bias: Planning as a Source of Sampling Bias

Alison Paredes , Jeremy Frank , J. Benton , Prof. Christian Muise

RDDPS

June, 2024

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Planning Bias: Planning as a Source of Sampling Bias

Alison Paredes , Jeremy Frank , J. Benton , Prof. Christian Muise

RDDPS

June, 2024

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Using Probabilistic Planning to Model the Spread of COVID-19 in Kingston, Ontario

Bruce Chidley , Prof. Christian Muise

RDDPS

June, 2024

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Large Language Models are Incoherent Storytellers.

Nisha Simon

CAI Graduate Symposium

May, 2024

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Conversation Alignment for Task-Oriented Dialogue Agents

Rebecca De Venezia , Natalie Nova , Prof. Christian Muise

CAI

May, 2024

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Want To Choose Your Own Adventure? Then First Make a Plan.

Nisha Simon , Prof. Christian Muise

CAI

May, 2024

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Does Robin Hood Use a Lightsaber?: Automated Planning for Storytelling

Nisha Simon

AAAI DC (2024)

February, 2024

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PRP Rebooted: Advancing the State of the Art in FOND Planning

Prof. Christian Muise , Sheila A. McIlraith , J. Christopher Beck

AAAI

February, 2024

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2023

Egocentric Planning for Scalable Embodied Task Achievement

Xiaotian Liu , Hector Palacios , Prof. Christian Muise

NeurIPS

December, 2023

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PARIS: Planning Algorithms for Reconfiguring Independent Sets

Remo Christen , Salomé Eriksson , Michael Katz , Prof. Christian Muise , Alice Petrov , Florian Pommerening , Jendrik Seipp , Silvan Sievers , David Speck

ECAI

September, 2023

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