| 2026 | ACL | TRM-Planner: Offline Target Planning and Distillation for Tiny Recursive Models. | Euijin Baek, Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2026 | ICPR | Feature-Level Interaction Explanations in Multimodal Transformers. | Yeji Kim, Housam Khalifa Bashier, Mi-Young Kim, Randy Goebel |
| 2026 | LREC | Reason2Decide: Rationale-Driven Multi-Task Learning. | H. M. Quamran Hasan, Housam Khalifa Bashier, Jiayi Dai, Mi-Young Kim, Randy Goebel |
| 2025 | EMNLP | MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation. | Weihao Xuan, Rui Yang, Heli Qi, Qingcheng Zeng, Yunze Xiao, Aosong Feng, Dairui Liu, Yun Xing, Junjue Wang, Fan Gao, Jinghui Lu, Yuang Jiang, Huitao Li, Xin Li, Kunyu Yu, Ruihai Dong, Shangding Gu, Yuekang Li, Xiaofei Xie, Felix Juefei-Xu, Foutse Khomh, Osamu Yoshie, Qingyu Chen, Douglas Teodoro, Nan Liu, Randy Goebel, Lei Ma, Edison Marrese-Taylor, Shijian Lu, Yusuke Iwasawa, Yutaka Matsuo, Irene Li |
| 2025 | ICAIL | An Overview of the COLIEE 2025 Competition: Legal Case Law and Statute Law Information Retrieval and Entailment. | Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Calum Kwan, Ken Satoh, Hiroaki Yamada, Masaharu Yoshioka |
| 2023 | AAAI | The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure. | Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang |
| 2023 | ECAI | From Intermediate Representations to Explanations: Exploring Hierarchical Structures in NLP. | Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2023 | ICAIL | Summary of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. | Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka |
| 2023 | ICLP | How well do SOTA legal reasoning models support abductive reasoning? | Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh |
| 2023 | JURIX | LawGiBa - Combining GPT, Knowledge Bases, and Logic Programming in a Legal Assistance System. | Ha-Thanh Nguyen, Randy Goebel, Francesca Toni, Kostas Stathis, Ken Satoh |
| 2022 | COLING | Locally Distributed Activation Vectors for Guided Feature Attribution. | Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2021 | EACL | DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector. | Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2021 | ICMLA | Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text. | Nawshad Farruque, Randy Goebel, Osmar R. Zaane, Sudhakar Sivapalan |
| 2020 | COLING | RANCC: Rationalizing Neural Networks via Concept Clustering. | Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel |
| 2020 | ICML | xxAI - Beyond Explainable Artificial Intelligence. | Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Mller, Wojciech Samek |
| 2019 | AAAI | A Multi-Task Learning Framework for Abstractive Text Summarization. | Yao Lu, Linqing Liu, Zhile Jiang, Min Yang, Randy Goebel |
| 2019 | CICLING | Basic and Depression Specific Emotions Identification in Tweets: Multi-label Classification Experiments. | Nawshad Farruque, Chenyang Huang, Osmar Zaane, Randy Goebel |
| 2019 | FAW | A Local Search 4/3-approximation Algorithm for the Minimum 3-path Partition Problem. | Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, Bing Su, Weitian Tong, Yao Xu, An Zhang |
| 2019 | ICAIL | Statute Law Information Retrieval and Entailment. | Mi-Young Kim, Juliano Rabelo, Randy Goebel |
| 2019 | ICAIL | Combining Similarity and Transformer Methods for Case Law Entailment. | Juliano Rabelo, Mi-Young Kim, Randy Goebel |
| 2019 | ISAAC | A 21/16-Approximation for the Minimum 3-Path Partition Problem. | Yong Chen, Randy Goebel, Bing Su, Weitian Tong, Yao Xu, An Zhang |
| 2018 | AAIM | Approximation Algorithms and a Hardness Result for the Three-Machine Proportionate Mixed Shop. | Longcheng Liu, Guanqun Ni, Yong Chen, Randy Goebel, Yue Luo, An Zhang, Guohui Lin |
| 2018 | COCOA | Open-Shop Scheduling for Unit Jobs Under Precedence Constraints. | An Zhang, Yong Chen, Randy Goebel, Guohui Lin |
| 2018 | COCOON | Approximation Algorithms for Two-Machine Flow-Shop Scheduling with a Conflict Graph. | Yinhui Cai, Guangting Chen, Yong Chen, Randy Goebel, Guohui Lin, Longcheng Liu, An Zhang |
| 2017 | ICAIL | Overview of COLIEE 2017. | Yoshinobu Kano, Mi-Young Kim, Randy Goebel, Ken Satoh |
| 2017 | ICAIL | Two-step cascaded textual entailment for legal bar exam question answering. | Mi-Young Kim, Randy Goebel |
| 2017 | ICIP | Facial expression recognition using SVM classification on mic-macro patterns. | Housam Khalifa Bashier Babiker, Randy Goebel, Irene Cheng |
| 2016 | FAW | A PTAS for the Multiple Parallel Identical Multi-stage Flow-Shops to Minimize the Makespan. | Weitian Tong, Eiji Miyano, Randy Goebel, Guohui Lin |
| 2016 | IV | Why Visualization is an AI-complete Problem (and Why That Matters). | Randy Goebel |
| 2015 | ACL | A Lexicalized Tree Kernel for Open Information Extraction. | Ying Xu, Christoph Ringlstetter, Mi-Young Kim, Grzegorz Kondrak, Randy Goebel, Yusuke Miyao |
| 2015 | FAW | Machine Scheduling with a Maintenance Interval and Job Delivery Coordination. | Jueliang Hu, Taibo Luo, Xiaotong Su, Jianming Dong, Weitian Tong, Randy Goebel, Yinfeng Xu, Guohui Lin |
| 2015 | IV | A Visualization-Analytics-Interaction Workflow Framework for Exploratory and Explanatory Search on Geo-located Search Data Using the Meme Media Digital Dashboard. | Jonas Sjbergh, Xingkai Li, Randy Goebel, Yuzuru Tanaka |
| 2014 | COCOON | On the Smoothed Heights of Trie and Patricia Index Trees. | Weitian Tong, Randy Goebel, Guohui Lin |
| 2014 | EDBT | Model Selection for Semi-Supervised Clustering. | Mojgan Pourrajabi, Davoud Moulavi, Ricardo J. G. B. Campello, Arthur Zimek, Jrg Sander, Randy Goebel |
| 2014 | IV | The Challenge of Semantic Symmetry in Visualization. | Randy Goebel, Wei Shi, Yuzuru Tanaka |
| 2014 | IV | Towards the Identification of Consumer Trajectories in Geo-Located Search Data. | Xingkai Li, Randy Goebel, Jonas Sjbergh |
| 2013 | COCOA | Approximation Algorithms for the Maximum Multiple RNA Interaction Problem. | Weitian Tong, Randy Goebel, Tian Liu, Guohui Lin |
| 2013 | COCOON | Approximating the Minimum Independent Dominating Set in Perturbed Graphs. | Weitian Tong, Randy Goebel, Guohui Lin |
| 2013 | IV | The Role of Direct Manipulation of Visualizations in the Development and Use of Multi-level Knowledge Models. | Randy Goebel, Wei Shi, Yuzuru Tanaka |
| 2013 | NAACL | Open Information Extraction with Tree Kernels. | Ying Xu, Mi-Young Kim, Kevin Quinn, Randy Goebel, Denilson Barbosa |
| 2012 | AAIM | An Improved Approximation Algorithm for the Bandpass Problem. | Weitian Tong, Randy Goebel, Wei Ding, Guohui Lin |
| 2012 | IV | Visualizing Community Centric Network Layouts. | Justin Fagnan, Osmar R. Zaane, Randy Goebel |
| 2011 | AAIM | An Improved Approximation Algorithm for the Complementary Maximal Strip Recovery Problem. | Zhong Li, Randy Goebel, Lusheng Wang, Guohui Lin |
| 2011 | IV | What is Knowledge Visualization? Perspectives on an Emerging Discipline. | Stefan Bertschi, Sabrina Bresciani, Tom Crawford, Randy Goebel, Wolfgang Kienreich, Martin Lindner, Vedran Sabol, Andrew Vande Moere |
| 2011 | LPNMR | Strong Equivalence of Logic Programs with Abstract Constraint Atoms. | Guohua Liu, Randy Goebel, Tomi Janhunen, Ilkka Niemel, Jia-Huai You |
| 2011 | RANLP | Using Visual Information to Predict Lexical Preference. | Shane Bergsma, Randy Goebel |
| 2010 | COMPSAC | Natural Language Watermarking Based on Syntactic Displacement and Morphological Division. | Mi-Young Kim, Osmar R. Zaane, Randy Goebel |
| 2010 | ICDM | Meerkat: Community Mining with Dynamic Social Networks. | Jiyang Chen, Justin Fagnan, Randy Goebel, Reihaneh Rabbany, Farzad Sangi, Mansoureh Takaffoli, Eric Verbeek, Osmar R. Zaane |
| 2009 | COCOA | Size-Constrained Tree Partitioning: A Story on Approximation Algorithm Design for the Multicast k-Tree Routing Problem. | Zhipeng Cai, Randy Goebel, Guohui Lin |
| 2009 | CoNLL | Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | IJCAI | Web-Scale N-gram Models for Lexical Disambiguation. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | PACLIC | A Continuum-Based Approach for Tightness Analysis of Chinese Semantic Units. | Ying Xu, Christoph Ringlstetter, Randy Goebel |
| 2009 | SDM | Detecting Communities in Social Networks Using Max-Min Modularity. | Jiyang Chen, Osmar R. Zaane, Randy Goebel |
| 2008 | ACL | Distributional Identification of Non-Referential Pronouns. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2008 | EMNLP | Discriminative Learning of Selectional Preference from Unlabeled Text. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2008 | ICALT | Self-Tutoring, Teaching and Testing: An Intelligent Process Analyzer. | Irene Cheng, Nathaniel Rossol, Randy Goebel |
| 2008 | KI | Folk Reducibility and AI-Complete Problems. | Randy Goebel |
| 2008 | LREC | Targeting Chinese Nominal Compounds in Corpora. | Weiruo Qu, Christoph Ringlstetter, Randy Goebel |
| 2007 | APBC | Selecting Genes with Dissimilar Discrimination Strength for Sample Class Prediction. | Zhipeng Cai, Randy Goebel, Mohammad R. Salavatipour, Yi Shi, Lizhe Xu, Guohui Lin |
| 2007 | IJCAI | Iterated Belief Contraction from First Principles. | Abhaya C. Nayak, Randy Goebel, Mehmet A. Orgun |
| 2007 | IV | Visualizing Web Navigation Data with Polygon Graphs. | Jiyang Chen, Tong Zheng, William Thorne, Daniel Huntley, Osmar R. Zaane, Randy Goebel |
| 2007 | IV | Visual Data Mining of Web Navigational Data. | Jiyang Chen, Tong Zheng, William Thorne, Osmar R. Zaane, Randy Goebel |
| 2007 | KDD | Mining Research Communities in Bibliographical Data. | Osmar R. Zaane, Jiyang Chen, Randy Goebel |
| 2006 | BIBE | Using Gene Clustering to Identify Discriminatory Genes with Higher Classification Accuracy. | Zhipeng Cai, Lizhe Xu, Yi Shi, Mohammad R. Salavatipour, Randy Goebel, Guohui Lin |
| 2006 | CIBCB | A Model-Free Greedy Gene Selection for Microarray Sample Class Prediction. | Yi Shi, Zhipeng Cai, Lizhe Xu, Wei Ren, Randy Goebel, Guohui Lin |
| 2006 | ISM | Perceptually Enhanced Multimedia Processing, Visualization and Transmission. | Irene Cheng, Randy Goebel |
| 2006 | ISVC | Shape Tracking and Registration for 4D Visualization of MRI and Structure. | Irene Cheng, Sharmin Nilufar, Anup Basu, Randy Goebel |
| 2006 | KSEM | Taking Levi Identity Seriously: A Plea for Iterated Belief Contraction. | Abhaya C. Nayak, Randy Goebel, Mehmet A. Orgun, Tam Pham |
| 2006 | PAKDD | Frequent Subsequence-Based Protein Localization. | Osmar R. Zaane, Yang Wang, Randy Goebel, Gregory J. Taylor |
| 2006 | SIGGRAPH | Integrated 4D visualization of MRI and structure. | Sharmin Nilufar, Irene Cheng, Anup Basu, Randy Goebel |
| 2005 | FlAIRS | A Simulation-based Approach to Evaluating the Effectiveness of Navigation Compression Models. | Tong Zheng, Randy Goebel |
| 2002 | PAKDD | WebFrame: In Pursuit of Computationally and Cognitively Efficient Web Mining. | Tong Zheng, Yonghe Niu, Randy Goebel |
| 2001 | DaWaK | Towards a Novel OLAP Interface for Distributed Data Warehouses. | Ayman Ammoura, Osmar R. Zaane, Randy Goebel |
| 2000 | PRICAI | Knowledge Representation, Belief Revision, and the Challenge of Optimality. | Randy Goebel |
| 1998 | ECAI | Belief States as Default Theories: Studies in Non-Prioritized Belief Change. | Aditya Ghose, Randy Goebel |
| 1998 | ICLP | Regular Extension Semantics and Disjunctive Eshghi Kowalski Procedure. | Jia-Huai You, Li-Yan Yuan, Randy Goebel |
| 1996 | PRICAI | Anytime Default Inference. | Aditya Ghose, Randy Goebel |
| 1996 | PRICAI | The role of default representations in incremental learning. | Aditya Ghose, Srinivas Padmanabhuni, Randy Goebel |
| 1996 | PRICAI | Curried least general generalization: A framework for higher order concept learning. | Srinivas Padmanabhuni, Randy Goebel, Koichi Furukawa |
| 1995 | CP | Specifying Over-Constrained Problems in Default Logic. | Abdul Sattar, Aditya Ghose, Randy Goebel |
| 1991 | ICDE | Meta-reasoning: An Incremental Compilation Approach. | Abdul Sattar, Randy Goebel |
| 1991 | IJCAI | A Message Passing Algorithm for Plan Recognition. | Dekang Lin, Randy Goebel |
| 1990 | UAI | Integrating probabilistic, taxonomic and causal knowledge in abductive diagnosis. | Dekang Lin, Randy Goebel |
| 1986 | ICLP | Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning. | Randy Goebel, Koichi Furukawa, David Poole |
| 1986 | ICLP | Gracefully adding negation and disjunction to Prolog. | David Poole, Randy Goebel |
| 1985 | IJCAI | Interpreting Descriptions in a Prolog-based Knowledge Representation System. | Randy Goebel |