Year of Publication: 2025 |
"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. |
"Meta-black-box-optimization through offline Q-function learning" by MA, Zeyuan; CAO, Zhiguang; JIANG, Zhou; GUO, Hongshu; GONG, Yue-Jiao, 2025, Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada, July 13-19, 1 - 20, Vancouver, Canada. |
"Query understanding in LLM-based conversational information seeking" by YUAN, Yifei; ABBASIANTAEB, Zahra; ALIANNEJADI, Mohammad; DENG, Yang, 2025, SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Padua Italy, July 13 - 18, ACM, 4098 - 4101, New York. Publication Link |
"Unveiling knowledge boundary of large language models for trustworthy information access" by DENG, Yang; LI, Moxin; PANG, Liang; ZHANG, Wenxuan; LAM, Wai, 2025, SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Padua Italy, July 13 - 18, ACM, 4086 - 4089, New York. Publication Link |
"LIGHT: Enhancing learning path recommendation via knowledge topology-aware sequence optimization" by YU, Xiaoshan; YANG, Shangshang; WANG, Ziwen; SONG, Siyu; MA, Haiping; CAO, Zhiguang; ZHANG, Xingyi, 9798400715921, 2025, SIGIR '25: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Padua, Italy. July 13 - 18, ACM, 306 - 315, New York. |
"LLM-based multi-agent systems for software engineering: Literature review, vision and the road ahead" by HE, Junda; TREUDE, Christoph; LO, David, 1049-331X;1557-7392, 2025, 34, 5, ACM Transactions on Software Engineering and Methodology, Association for Computing Machinery (ACM), 1 - 30. |
"MILPBench: A large-scale benchmark test suite for mixed integer linear programming problems" by YE, Huigen; CHENG, Yaoyang; XU, Hua; CAO, Zhiguang; QIN, Hanzhang, 9798400714658, 2025, GECCO '25: Proceedings of the Genetic and Evolutionary Computation Conference, Malaga, Spain, July 14-18, ACM, 94 - 103, New York. |
"Surrogate learning in meta-black-box optimization: A preliminary study" by MA, Zeyuan; HUANG, Zhiyang; CHEN, Jiacheng; CAO, Zhiguang; GONG, Yue-Jiao, 9798400714658, 2025, GECCO '25: Proceedings of the Genetic and Evolutionary Computation Conference, Malaga, Spain, July 14-18, ACM, 1137 - 1145, New York. |
"Technifying ventures" by ANDO, Yoshiki; DINLERSOZ, Emin; GREENWOOD, Jeremy; PIAZZESI, Ruben, 2025, SMU Economics and Statistics Working Paper Series, 1 - 54, Singapore. Publication Link |
"DBS: Customer obsession journey, enhanced by agility at scale and AI" by KOH, Annie; SPECULAND, Robin; RAO-KACHROO, Mahima, 2025, 1 - 15. |
"DBS: Customer obsession journey, enhanced by agility at scale and AI" by KOH, Annie; SPECULAND, Robin; RAO-KACHROO, Mahima, 2025, 1 - 14. |
"DeGain: Detecting GAN-based data inversion in collaborative deep learning" by CHEN, Zhenzhu; GAO, Yansong; FU, Anmin; ZENG, Fanjian; KUANG, Boyu; DENG, Robert H., 2025, Information Security and Privacy: 30th Australasian Conference, ACISP 2025, Wollongong, NSW, Australia, July 14-16, Springer, 167 - 185, Cham. |
"Three-round (robust) threshold ECDSA from threshold CL encryption" by JIANG, Bowen; TANG, Guofeng; XUE, Haiyang, 9789819690954, 2025, Information Security and Privacy: 30th Australasian Conference, ACISP 2025, Wollongong, NSW, Australia, July 14-16, Springer, 224 - 244, Cham. Publication Link |
"Unbounded multi-hop proxy re-encryption with HRA security: An LWE-based optimization" by WAN, Xiaohan; WANG, Yang; XUE, Haiyang; WANG, Mingqiang, 9789819690985, 2025, Proceedings of the 30th Australasian Conference, ACISP 2025, Wollongong, Australia, July 14-16, Springer, 124 - 144, Cham. Publication Link |
"An on-the-fly synthesis framework for LTL over finite traces" by XIAO, Shengping; LI, Yongkang; ZHU, Shufang; SUN, Jun; LI, Jianwen; PU, Geguang; VARDI, Moshe, 1049-331X;1557-7392, 2025, ACM Transactions on Software Engineering and Methodology, Association for Computing Machinery (ACM), 1 - 32. Publication Link |
"Information production by institutions and information extraction by underwriters in hybrid IPO auctions" by CHEMMANUR, Thomas J., MA, Pengfei; WU, Chaopeng; YU, Qianqian, 2693-9312;2693-9320, 2025, 5, 3, Review of Corporate Finance, Now Publisher. Publication Link |