Year of Publication: 2025 |
"L3Net: Localized and Layered Reparameterization for Incremental Learning" by LUO, Xuandi; ZHANG, Huaidong; XIE, Yi; ZHANG, Hongrui; XU, Xuemiao; HE, Shengfeng, 0893-6080;1879-2782, 2025, 188, Neural Networks, Elsevier, 1 - 14. Publication Link |
"MPO: Multilingual safety alignment via reward gap optimization" by ZHAO, Weixiang; HU, Yulin; DENG, Yang; WU, Tongtong; ZHANG, Wenxuan; GUO, Jiahe; ZHANG, An; ZHAO, Yanyan; QIN, Bing; CHUA, Tat-Seng; LIU, Ting, 2025, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria, 2025 July 27 - August 1, Association for Computational Linguistics, 23564 - 23587, USA. Publication Link |
"Solving two-stage stochastic integer programs via representation learning" by WU, Yaoxin; CAO, Zhiguang; SONG, Wen; ZHANG, Yingqian, 0893-6080;1879-2782, 2025, 188, Neural Networks, Elsevier, 1 - 15. Publication Link |
"Think both ways: Teacher-student bidirectional reasoning enhances MCQ generation and distractor quality" by QIU, Yimiao; DENG, Yang; YAO, Quanming; ZHANG, Zhimeng; DONG, Zhiang; YAO, Chang; CHEN, Jingyuan, 2025, Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, Association for Computational Linguistics, 8240 - 8253, USA. Publication Link |
"Analysis of extended producer responsibility in e-waste management: Policy drivers and challenges in Singapore" by GUNAWAN, Aldy; WONG, Aidan M.; VISAWAMETEEKUL, Tasaporn; HUYNH, Minh Phuong; TRAN, Linh Chi, 0254-5330;1572-9338, 2025, Annals of Operations Research, Springer, 1 - 27. Publication Link |
"Efficacy of digital mental health interventions for attention-deficit hyperactivity disorder: A meta-analytic review of randomised controlled trials" by KASTURIRATNA, K. T. A. Sandeeshwara; HARTANTO, Andree; LEE, Angel Khaterina; KOH, Charmaine Jiali; MAJEED, Nadyanna M., 2451-9588;2451-9588, 2025, 19, Computers in Human Behavior Reports, Elsevier, 1 - 17. Publication Link |
"Information-theoretic detection of unusual source code changes" by TORRES, Adriano; WAGNER, Markus; TREUDE, Christoph; BALTES, Sebastian, 1382-3256;1573-7616, 2025, 30, 5, Empirical Software Engineering, Springer, 1 - 45. |
"International advice, mature democracies and the Venice Commission" by DE VISSER, Maartje, 2752-9665;2752-9673, 2025, Comparative Constitutional Studies, Edward Elgar Publishing, 1 - 26. |
"Language brokering conditions the indirect association between Mexican‐origin adolescents’ academic discrimination and educational expectations" by KIM, Su Yeong; DU, Yayu; ALVARADO, Chantal; SIM, Lester; WEN, Wen; ZHANG, Tianlu; SHEN, Jingyi, 0090-4392;1520-6629, 2025, 53, 6, Journal of Community Psychology, Wiley, 1 - 19. |
"Potential and pitfalls of romantic Artificial Intelligence (AI) companions: A systematic review" by HO, Jerlyn Q.H.; HU, Meilan; CHEN, Tracy X.; HARTANTO, Andree, 2451-9588;2451-9588, 2025, 19, Computers in Human Behavior Reports, Elsevier, 1 - 19. Publication Link |
"The code review comprehension assessment for language models" by LIN, Hong Yi; LIU, Chunhua; GAO, Haoyu; THONGTANUNAM, Patanamon; TREUDE, Christoph, 2025, Proceedings of ACL ‘25: Findings of the Association for Computational Linguistics, Vienna, July 27 - August 1, Association for Computational Linguistics, 9138 - 9166, Vienna, Austria. |
"An exponential cone integer programming and piece-wise linear approximation approach for 0-1 fractional programming" by PHAM, Hoang Giang; TA, Thuy Anh; MAI, Tien, 1382-6905;1573-2886, 2025, 49, 5, Journal of Combinatorial Optimization, Springer, 1 - 16. Publication Link |
"Calibrated structures of feeling: Cultural citizenship and the reproduction of the military in Singapore" by LOWE, John; WONG, George, 1367-5494;1460-3551, 2025, European Journal of Cultural Studies, SAGE Publications. |
"Unambiguous granularity distillation for asymmetric image retrieval" by ZHANG, Hongrui; XIE, Yi; ZHANG, Haoquan; XU, Cheng; LUO, Xuandi; CHEN, Donglei; XU, Xuemiao; ZHANG, Huaidong; HENG, Pheng Ann; HE, Shengfeng, 0893-6080;1879-2782, 2025, 187, Neural Networks, Elsevier, 1 - 14. |
"FoodLMM: A versatile food assistant using large multi-modal model" by YIN, Yuehao; QI, Huiyan; ZHU, Bin; CHEN, Jingjing; JIANG, Yu-Gang; NGO, Chong-Wah, 1520-9210;1941-0077, 2025, IEEE Transactions on Multimedia, Institute of Electrical and Electronics Engineers, 1 - 38. Publication Link |
"Can lower(ed) expert opinions lead to better consumer ratings?: The case of Michelin stars" by LI, Xingyi; DENG, Yiting; MANCHANDA, Puneet; DE REYCK, Bert, 0025-1909;1526-5501, 2025, Management Science, Institute for Operations Research and Management Sciences, 1 - 56. Publication Link |
"Regional crowd flow estimation from aerial view" by WEI, Huibin; LI, Qi; LIN, Xindai; LIN, Yuhao; WANG, Shu; HE, Shengfeng; CHAN, Antoni B.; LIU, Wenxi, 0893-6080;1879-2782, 2025, 192, Neural Networks, Elsevier, 1 - 17. |
"Supermartingale certificates for quantitative omega-regular verification and control" by HENZINGER, Thomas A.; MALLIK, Kaushik; SADEGHI, Pouya; ŽIKELIĆ, Đorđe, 2025, Proceedings of the 37th International Conference, CAV 2025, Zagreb, Croatia, July 23-25, Springer, 29 - 55, Cham. |
"The role of private law in promoting building safety: The case of Singapore" by TI, Edward S. W., Private law and building safety, 9781509976607, 2025, Bloomsbury Publishing, 105 - 130. Publication Link |
"FedGraft: Memory-aware heterogeneous federated learning via model grafting" by LIU, Ruixuan; HU, Ming; XIA, Zeke; XIE, Xiaofei; XIA, Jun; ZHANG, Pengyu; HUANG, Yihao; CHEN, Mingsong, 1536-1233;1558-0660, 2025, 24, 12, IEEE Transactions on Mobile Computing, Institute of Electrical and Electronics Engineers, 1 - 13. Publication Link |
"A mixed-curvature based pre-training paradigm for multi-task vehicle routing solver" by LIU, Suyu; CAO, Zhiguang; FENG, Shanshan; ONG, Yew-Soon, 2025, Proceedings of the 42nd International Conference on Machine Learning, 38066 - 38101, Vancouver, Canada. |
"An efficient diffusion-based non-autoregressive solver for traveling salesman problem" by WANG, Mingzhao; ZHOU, You; CAO, Zhiguang; XIAO, Yubin; WU, Xuan; PANG, Wei; JIANG, Yuan; YANG, Hui; ZHAO, Peng; LI, Yuanshu, 9798400712456, 2025, 1, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, Association for Computing Machinery, 1469 - 1480, Toronto. |
"Diversity optimization for travelling salesman problem via deep reinforcement learning" by LI, Qi; CAO, Zhiguang; MA, Yining; WU, Yaoxin; GONG, Yue-Jiao, 9798400712456, 2025, 1, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, Association for Computing Machinery, 683 - 694, Toronto. |
"3D question answering via only 2D vision-language models" by WANG, Fengyun; YU, Sicheng; WU, Jiawei; TANG, Jinhui; ZHANG, Hanwang; SUN, Qianru, 2025, Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 2025 July13-19, 1 - 16, Vancouver. |
"CROW: Eliminating backdoors from large language models via internal consistency regularization" by MIN, Nay Myat; PHAM, Long H.; LI, Yige; SUN, Jun, 2025, Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 2025 July 13-19, 1 - 20, Canada. Publication Link |
"HPS: Hard preference sampling for human preference alignment" by ZOU, Xiandong; LIN, Wanyu; LI, Yuchen; ZHOU, Pan, 2025, Proceedings of the 42nd International Conference on Machine Learning, ICML 2025, Vancouver, Canada, July 13-19, 1 - 24, Vancouver, Canada. |
"LLMScan: Causal scan for LLM misbehavior detection" by ZHANG, Mengdi; GOH, Kai Kiat; ZHANG, Peixin; SUN, Jun; ROSE, Lin Xin; ZHANG, Hongyu, 2025, Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 2025 July 13-19, 1 - 30, Canada. Publication Link |
"Position: Trustworthy AI agents require the integration of large language models and formal methods" by ZHANG, Yedi; CAI, Yufan; ZUO, Xinyue; LUAN, Xiaokun; WANG, Kailong; HOU, Zhe; ZHANG, Yifan; WEI, Zhiyuan; SUN, Meng; SUN, Jun; SUN, Jing; DONG, Jin Song, 2025, Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, 2025 July 13-19, 1 - 19, Canada. Publication Link |
"Action dubber: Timing audible actions via inflectional flow" by WAN, Wenlong; ZHENG, Weiying; XIANG, Tianyi; LI, Guiqing; HE, Shengfeng, 2025, Proceedings of the Forty-Second International Conference on Machine Learning, Vancouver, Canada, 2025 July 13-19, 1 - 17, USA. |
"Instruct2see: Learning to remove any obstructions across distributions" by LI, Junhang; GUO, Yu; XIAN, Chuhua; HE, Shengfeng, 2025, Proceedings of the Forty-Second International Conference on Machine Learning, Vancouver, Canada, 2025 July 13-19, 1 - 18, USA. |