{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T11:23:50Z","timestamp":1779103430599,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","funder":[{"name":"The National Institutes of Health (NIH)","award":["1OT2OD032581"],"award-info":[{"award-number":["1OT2OD032581"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,10]]},"DOI":"10.1145\/3746252.3760948","type":"proceedings-article","created":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T00:36:36Z","timestamp":1762562196000},"page":"4680-4684","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["FUTURE: Flexible Unlearning for Tree Ensemble"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2585-637X","authenticated-orcid":false,"given":"Ziheng","family":"Chen","sequence":"first","affiliation":[{"name":"Walmart Global Tech, Sunnyvale, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-6063-3545","authenticated-orcid":false,"given":"Jin","family":"Huang","sequence":"additional","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-3376-6549","authenticated-orcid":false,"given":"Jiali","family":"Cheng","sequence":"additional","affiliation":[{"name":"University of Massachusetts Lowell, Lowell, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1019-1584","authenticated-orcid":false,"given":"Yuchan","family":"Guo","sequence":"additional","affiliation":[{"name":"Apple Inc, Sunnyvale, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1984-7751","authenticated-orcid":false,"given":"Mengjie","family":"Wang","sequence":"additional","affiliation":[{"name":"Independent Researcher, New York, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-9085-9587","authenticated-orcid":false,"given":"Lalitesh","family":"Morishetti","sequence":"additional","affiliation":[{"name":"Walmart Global Tech, Sunnyvale, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-4859-2937","authenticated-orcid":false,"given":"Kaushiki","family":"Nag","sequence":"additional","affiliation":[{"name":"Walmart Global Tech, Sunnyvale, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3485-6697","authenticated-orcid":false,"given":"Hadi","family":"Amiri","sequence":"additional","affiliation":[{"name":"University of Massachusetts Lowell, Lowell, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,11,10]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Neural decision trees. arXiv preprint arXiv:1702.07360","author":"Balestriero Randall","year":"2017","unstructured":"Randall Balestriero. 2017. Neural decision trees. arXiv preprint arXiv:1702.07360 (2017)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP40001.2021.00019"},{"key":"e_1_3_2_1_3_1","volume-title":"International Conference on Machine Learning. PMLR, 1092--1104","author":"Brophy Jonathan","year":"2021","unstructured":"Jonathan Brophy and Daniel Lowd. 2021. Machine unlearning for random forests. In International Conference on Machine Learning. PMLR, 1092--1104."},{"key":"e_1_3_2_1_4_1","volume-title":"FROG: Fair removal on graphs. arXiv preprint arXiv:2503.18197","author":"Chen Ziheng","year":"2025","unstructured":"Ziheng Chen, Jiali Cheng, Gabriele Tolomei, Sijia Liu, Hadi Amiri, Yu Wang, Kaushiki Nag, and Lu Lin. 2025. FROG: Fair removal on graphs. arXiv preprint arXiv:2503.18197 (2025)."},{"key":"e_1_3_2_1_5_1","volume-title":"Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, and Gabriele Tolomei.","author":"Chen Ziheng","year":"2024","unstructured":"Ziheng Chen, Jia Wang, Jun Zhuang, Abbavaram Gowtham Reddy, Fabrizio Silvestri, Jin Huang, Kaushiki Nag, Kun Kuang, Xin Ning, and Gabriele Tolomei. 2024. Debiasing machine unlearning with counterfactual examples. arXiv preprint arXiv:2404.15760 (2024)."},{"key":"e_1_3_2_1_6_1","volume-title":"Mu-bench: A multitask multimodal benchmark for machine unlearning. arXiv preprint arXiv:2406.14796","author":"Cheng Jiali","year":"2024","unstructured":"Jiali Cheng and Hadi Amiri. 2024. Mu-bench: A multitask multimodal benchmark for machine unlearning. arXiv preprint arXiv:2406.14796 (2024)."},{"key":"e_1_3_2_1_7_1","volume-title":"Computer Vision -- ECCV","author":"Cheng Jiali","year":"2024","unstructured":"Jiali Cheng and Hadi Amiri. 2025. MultiDelete for Multimodal Machine Unlearning. In Computer Vision -- ECCV 2024, Ale\u0161 Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, and G\u00fcl Varol (Eds.). Springer Nature Switzerland, Cham, 165--184."},{"key":"e_1_3_2_1_8_1","volume-title":"Tool Unlearning for Tool-Augmented LLMs. In Forty-second International Conference on Machine Learning. https:\/\/openreview. net\/forum?id=7ez7LqHsP5","author":"Cheng Jiali","year":"2025","unstructured":"Jiali Cheng and Hadi Amiri. 2025. Tool Unlearning for Tool-Augmented LLMs. In Forty-second International Conference on Machine Learning. https:\/\/openreview. net\/forum?id=7ez7LqHsP5"},{"key":"e_1_3_2_1_9_1","volume-title":"Understanding machine unlearning through the lens of mode connectivity. arXiv preprint arXiv:2504.06407","author":"Cheng Jiali","year":"2025","unstructured":"Jiali Cheng and Hadi Amiri. 2025. Understanding machine unlearning through the lens of mode connectivity. arXiv preprint arXiv:2504.06407 (2025)."},{"key":"e_1_3_2_1_10_1","volume-title":"GNNDelete: A General Strategy for Unlearning in Graph Neural Networks. In The Eleventh International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=X9yCkmT5Qrl","author":"Cheng Jiali","year":"2023","unstructured":"Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, and Marinka Zitnik. 2023. GNNDelete: A General Strategy for Unlearning in Graph Neural Networks. In The Eleventh International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=X9yCkmT5Qrl"},{"key":"e_1_3_2_1_11_1","first-page":"330","article-title":"Gradient boosted neural decision forest","volume":"16","author":"Dong Manqing","year":"2021","unstructured":"Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, and Quan Z Sheng. 2021. Gradient boosted neural decision forest. IEEE Transactions on Services Computing 16, 1 (2021), 330--342.","journal-title":"IEEE Transactions on Services Computing"},{"key":"e_1_3_2_1_12_1","volume-title":"Forty-second International Conference on Machine Learning. https:\/\/openreview.net\/forum?id= zZjLv6F0Ks","author":"Fan Chongyu","year":"2025","unstructured":"Chongyu Fan, Jinghan Jia, Yihua Zhang, Anil Ramakrishna, Mingyi Hong, and Sijia Liu. 2025. Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond. In Forty-second International Conference on Machine Learning. https:\/\/openreview.net\/forum?id= zZjLv6F0Ks"},{"key":"e_1_3_2_1_13_1","volume-title":"Online Learning Under Complex and Dynamic Changing Environments. Available at SSRN 5376534","author":"Gao Jing","year":"2024","unstructured":"Jing Gao. 2024. Online Learning Under Complex and Dynamic Changing Environments. Available at SSRN 5376534 (2024)."},{"key":"e_1_3_2_1_14_1","volume-title":"Sensing in Airspace for Sequential OD Aircraft Routing. Available at SSRN","author":"Gao Jing","year":"2020","unstructured":"Jing Gao, Ankur Mani, and Lavanya Marla. 2020. Sensing in Airspace for Sequential OD Aircraft Routing. Available at SSRN (2020)."},{"key":"e_1_3_2_1_15_1","volume-title":"Prompt-Tuning for Recommendation Unlearning. In 2025 IEEE Conference on Artificial Intelligence (CAI). IEEE, 859--863","author":"Huang Jin","year":"2025","unstructured":"Jin Huang, Zezhong Fan, Lalitesh Morishetti, Yuchan Guo, Kaushiki Nag, Hongshik Ahn, Ziheng Chen, and Gabriele Tolomei. 2025. Prompt-Tuning for Recommendation Unlearning. In 2025 IEEE Conference on Artificial Intelligence (CAI). IEEE, 859--863."},{"key":"e_1_3_2_1_16_1","volume-title":"Proceedings of the 21st international conference on pattern recognition (ICPR2012)","author":"Ethem Ozan Irsoy","year":"2012","unstructured":"Ozan Irsoy Ethem Alpayd?n. 2012. Soft decision trees. In Proceedings of the 21st international conference on pattern recognition (ICPR2012). IEEE, 1819--1822."},{"key":"e_1_3_2_1_17_1","volume-title":"Frank Hutter, Colin White, Tom Goldstein, Micah Goldblum, et al.","author":"Jayawardhana Mayuka","year":"2025","unstructured":"Mayuka Jayawardhana, Samuel Dooley, Valeriia Cherepanova, Andrew Gordon Wilson, Frank Hutter, Colin White, Tom Goldstein, Micah Goldblum, et al. 2025. Transformers boost the performance of decision trees on tabular data across sample sizes. arXiv preprint arXiv:2502.02672 (2025)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2025--2412"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.172"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599420"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP54263.2024.00120"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-025-00985-0"},{"key":"e_1_3_2_1_23_1","volume-title":"Examining and adapting time for multilingual classification via mixture of temporal experts. arXiv preprint arXiv:2502.08825","author":"Liu Weisi","year":"2025","unstructured":"Weisi Liu, Guangzeng Han, and Xiaolei Huang. 2025. Examining and adapting time for multilingual classification via mixture of temporal experts. arXiv preprint arXiv:2502.08825 (2025)."},{"key":"e_1_3_2_1_24_1","volume-title":"andWenqiWei","author":"Lu Yingzhou","year":"2023","unstructured":"Yingzhou Lu, Minjie Shen, Huazheng Wang, Xiao Wang, Capucine van Rechem, Tianfan Fu, andWenqiWei. 2023. Machine learning for synthetic data generation: a review. arXiv preprint arXiv:2302.04062 (2023)."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i5.20468"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3070575"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3448016.3457239"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589313"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331188"},{"key":"e_1_3_2_1_30_1","volume-title":"Research on business decision support system based on big data and artificial intelligence. Available at SSRN 5332298","author":"Zhang Yuxin","year":"2025","unstructured":"Yuxin Zhang, Naxi Chen, Yeyubei Zhang, and Wenjun Wu. 2025. Research on business decision support system based on big data and artificial intelligence. Available at SSRN 5332298 (2025)."},{"key":"e_1_3_2_1_31_1","volume-title":"From none to severe: Predicting severity in movie scripts. arXiv preprint arXiv:2109.09276","author":"Zhang Yigeng","year":"2021","unstructured":"Yigeng Zhang, Mahsa Shafaei, Fabio Gonzalez, and Thamar Solorio. 2021. From none to severe: Predicting severity in movie scripts. arXiv preprint arXiv:2109.09276 (2021)."},{"key":"e_1_3_2_1_32_1","volume-title":"Positive and Risky Message Assessment for Music Products. In 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING","author":"Zhang Yigeng","year":"2024","unstructured":"Yigeng Zhang, Mahsa Shafaei, Fabio Gonzalez, and Thamar Solorio. 2024. Positive and Risky Message Assessment for Music Products. In 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)."}],"event":{"name":"CIKM '25: The 34th ACM International Conference on Information and Knowledge Management","location":"Seoul Republic of Korea","acronym":"CIKM '25","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the 34th ACM International Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3746252.3760948","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T02:07:52Z","timestamp":1765505272000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3746252.3760948"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,10]]},"references-count":32,"alternative-id":["10.1145\/3746252.3760948","10.1145\/3746252"],"URL":"https:\/\/doi.org\/10.1145\/3746252.3760948","relation":{},"subject":[],"published":{"date-parts":[[2025,11,10]]},"assertion":[{"value":"2025-11-10","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}