LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression.

Tiep Le Souvik Kundu 0002 Anahita Bhiwandiwalla Sungduk Yu Phillip Howard Tiep Le Sharath Nittur Sridhar David Cobbley Hao Kang Vasudev Lal LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression. 1554-1570 2025 NAACL (Findings) https://doi.org/10.18653/v1/2025.findings-naacl.84 https://aclanthology.org/2025.findings-naacl.84/ conf/naacl/2025f db/conf/naacl/naacl2025f.html#KunduBYHLSCKL25 streams/conf/naacl

Souvik Kundu 0002 Anahita Bhiwandiwalla Sungduk Yu Phillip Howard Tiep Le Sharath Nittur Sridhar David Cobbley Hao Kang Vasudev Lal LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression. 2025 March abs/2503.04982 CoRR https://doi.org/10.48550/arXiv.2503.04982 db/journals/corr/corr2503.html#abs-2503-04982 streams/journals/corr

Phillip Howard Avinash Madasu Tiep Le Gustavo A. Lujan-Moreno Anahita Bhiwandiwalla Vasudev Lal SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples. 11975-11985 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01138 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#HowardMLLBL24 Xin Su 0008 Tiep Le Steven Bethard Phillip Howard Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning. 8597-8613 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.475 conf/naacl/2024 db/conf/naacl/naacl2024.html#SuLBH24

Prafulla Kumar Choubey Xin Su 0008 Man Luo Xiangyu Peng Caiming Xiong Tiep Le Shachar Rosenman Vasudev Lal Phil Mui Ricky Ho Yin Chan Phillip Howard Chien-Sheng Wu Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency. 2024 abs/2410.16597 CoRR https://doi.org/10.48550/arXiv.2410.16597 db/journals/corr/corr2410.html#abs-2410-16597 streams/journals/corr

Gabriela Ben Melech Stan Estelle Aflalo Man Luo Shachar Rosenman Tiep Le Sayak Paul Shao-Yen Tseng Vasudev Lal FastRM: An efficient and automatic explainability framework for multimodal generative models. 2024 abs/2412.01487 CoRR https://doi.org/10.48550/arXiv.2412.01487 db/journals/corr/corr2412.html#abs-2412-01487 streams/journals/corr

Estelle Aflalo Gabriela Ben Melech Stan Tiep Le Man Luo Shachar Rosenman Sayak Paul Shao-Yen Tseng Vasudev Lal FiVL: A Framework for Improved Vision-Language Alignment. 2024 abs/2412.14672 CoRR https://doi.org/10.48550/arXiv.2412.14672 db/journals/corr/corr2412.html#abs-2412-14672 streams/journals/corr

Tiep Le Vasudev Lal Phillip Howard COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/e14e4cb8266184ceb234973dfe07faed-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#LeLH23

Tiep Le Vasudev Lal Phillip Howard COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs. 2023 abs/2309.14356 CoRR https://doi.org/10.48550/arXiv.2309.14356 db/journals/corr/corr2309.html#abs-2309-14356

Phillip Howard Avinash Madasu Tiep Le Gustavo A. Lujan-Moreno Vasudev Lal Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples. 2023 abs/2310.02988 CoRR https://doi.org/10.48550/arXiv.2310.02988 db/journals/corr/corr2310.html#abs-2310-02988

Xin Su 0008 Tiep Le Steven Bethard Phillip Howard Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning. 2023 abs/2311.08505 CoRR https://doi.org/10.48550/arXiv.2311.08505 db/journals/corr/corr2311.html#abs-2311-08505

Phillip Howard Avinash Madasu Tiep Le Gustavo A. Lujan-Moreno Anahita Bhiwandiwalla Vasudev Lal Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples. 2023 abs/2312.00825 CoRR https://doi.org/10.48550/arXiv.2312.00825 db/journals/corr/corr2312.html#abs-2312-00825

Tiep Le Tran Cao Son Enrico Pontelli Multi-Context System for Optimization Problems. 2929-2937 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33012929 conf/aaai/2019 db/conf/aaai/aaai2019.html#LeSP19 Van Nguyen 0001 William Yeoh 0001 Tran Cao Son Vladik Kreinovich Tiep Le A Scheduler for Smart Homes with Probabilistic User Preferences. 138-152 2019 PRIMA https://doi.org/10.1007/978-3-030-33792-6_9 conf/prima/2019 db/conf/prima/prima2019.html#Nguyen0SKL19

Tiep Le Tran Cao Son Enrico Pontelli Multi-Context Systems with Preferences. 171-216 2018 158 Fundam. Informaticae 1-3 https://doi.org/10.3233/FI-2018-1646 db/journals/fuin/fuin158.html#LeSP18

Tiep Le Francesco Fabiano Tran Cao Son Enrico Pontelli EFP and PG-EFP: Epistemic Forward Search Planners in Multi-Agent Domains. 161-170 2018 ICAPS https://aaai.org/ocs/index.php/ICAPS/ICAPS18/paper/view/17733 conf/aips/2018 db/conf/aips/icaps2018.html#LeFSP18 Tiep Le Atena M. Tabakhi Long Tran-Thanh William Yeoh 0001 Tran Cao Son Preference Elicitation with Interdependency and User Bother Cost. 1459-1467 2018 AAMAS http://dl.acm.org/citation.cfm?id=3237918 conf/atal/2018 db/conf/atal/aamas2018.html#LeTT0S18

Tiep Le Tran Cao Son Enrico Pontelli William Yeoh 0001 Solving distributed constraint optimization problems using logic programming. 634-683 2017 17 Theory Pract. Log. Program. 4 https://doi.org/10.1017/S147106841700014X db/journals/tplp/tplp17.html#LeSPY17

Atena M. Tabakhi Tiep Le Ferdinando Fioretto William Yeoh 0001 Preference Elicitation for DCOPs. 278-296 2017 CP https://doi.org/10.1007/978-3-319-66158-2_18 conf/cp/2017 db/conf/cp/cp2017.html#TabakhiLF017 Tran Cao Son Tiep Le Patrick Thor Kahl Anthony P. Leclerc On Computing World Views of Epistemic Logic Programs. 1269-1275 2017 IJCAI https://doi.org/10.24963/ijcai.2017/176 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#SonLKL17

Tiep Le Tran Cao Son Enrico Pontelli William Yeoh 0001 Solving Distributed Constraint Optimization Problems Using Logic Programming. 2017 abs/1705.03916 CoRR http://arxiv.org/abs/1705.03916 db/journals/corr/corr1705.html#LeSP017

Tiep Le Ferdinando Fioretto William Yeoh 0001 Tran Cao Son Enrico Pontelli ER-DCOPs: A Framework for Distributed Constraint Optimization with Uncertainty in Constraint Utilities. 606-614 2016 AAMAS http://dl.acm.org/citation.cfm?id=2937014 conf/atal/2016 db/conf/atal/aamas2016.html#LeF0SP16 Tiep Le Tran Cao Son Enrico Pontelli William Yeoh 0001 Solving Distributed Constraint Optimization Problems Using Logic Programming. 1174-1181 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9365 conf/aaai/2015 db/conf/aaai/aaai2015.html#LeSP015 Ferdinando Fioretto Tiep Le Enrico Pontelli William Yeoh 0001 Tran Cao Son Exploiting GPUs in Solving (Distributed) Constraint Optimization Problems with Dynamic Programming. 121-139 2015 CP https://doi.org/10.1007/978-3-319-23219-5_9 conf/cp/2015 db/conf/cp/cp2015.html#FiorettoLP0S15 Tiep Le Doctoral Consortium Extended Abstract: Multi-context Systems with Preferences. 552-558 2015 LPNMR https://doi.org/10.1007/978-3-319-23264-5_46 conf/lpnmr/2015 db/conf/lpnmr/lpnmr2015.html#Le15 Tiep Le Tran Cao Son Enrico Pontelli Multi-Context Systems with Preferences. 449-466 2015 PRIMA https://doi.org/10.1007/978-3-319-25524-8_28 conf/prima/2015 db/conf/prima/prima2015.html#LeSP15 Tiep Le Tran Cao Son Enrico Pontelli William Yeoh 0001 ASP-DPOP: solving distributed constraint optimization problems with logic programming. 1337-1338 2014 AAMAS http://dl.acm.org/citation.cfm?id=2617461 conf/atal/2014 db/conf/atal/aamas2014.html#LeSP014 Ferdinando Fioretto Tiep Le William Yeoh 0001 Enrico Pontelli Tran Cao Son Improving DPOP with Branch Consistency for Solving Distributed Constraint Optimization Problems. 307-323 2014 CP https://doi.org/10.1007/978-3-319-10428-7_24 conf/cp/2014 db/conf/cp/cp2014.html#FiorettoLYPS14 Tran Cao Son Enrico Pontelli Tiep Le Two Applications of the ASP-Prolog System: Decomposable Programs and Multi-context Systems. 87-103 2014 PADL https://doi.org/10.1007/978-3-319-04132-2_7 conf/padl/2014 db/conf/padl/padl2014.html#SonPL14

Tiep Le Enrico Pontelli Tran Cao Son William Yeoh 0001 Logic and Constraint Logic Programming for Distributed Constraint Optimization. 2014 abs/1405.1734 CoRR http://arxiv.org/abs/1405.1734 db/journals/corr/corr1405.html#LePSY14

Tiep Le Hieu Nguyen Enrico Pontelli Tran Cao Son ASP at Work: An ASP Implementation of PhyloWS. 359-369 2012 ICLP (Technical Communications) https://doi.org/10.4230/LIPIcs.ICLP.2012.359 conf/iclp/2012 db/conf/iclp/iclp2012.html#LeNPS12 Estelle Aflalo Steven Bethard Anahita Bhiwandiwalla Ricky Ho Yin Chan Prafulla Kumar Choubey David Cobbley Francesco Fabiano Ferdinando Fioretto Phillip Howard Patrick Thor Kahl Hao Kang Vladik Kreinovich Souvik Kundu 0002 Vasudev Lal Anthony P. Leclerc Gustavo A. Lujan-Moreno Man Luo Avinash Madasu Phil Mui Hieu Nguyen Van Nguyen 0001 Sayak Paul Xiangyu Peng Enrico Pontelli Shachar Rosenman Tran Cao Son Sharath Nittur Sridhar Gabriela Ben Melech Stan Xin Su 0008 Atena M. Tabakhi Long Tran-Thanh Shao-Yen Tseng Chien-Sheng Wu Caiming Xiong William Yeoh 0001 Sungduk Yu