Li, Bowen

26 publications

NeurIPS 2025 Gradient Alignment in Physics-Informed Neural Networks: A Second-Order Optimization Perspective Sifan Wang, Ananyae Kumar Bhartari, Bowen Li, Paris Perdikaris

TMLR 2025 Large Language Model-Brained GUI Agents: A Survey Chaoyun Zhang, Shilin He, Jiaxu Qian, Bowen Li, Liqun Li, Si Qin, Yu Kang, Minghua Ma, Guyue Liu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

ICLR 2025 Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation Chengwen Qi, Ren Ma, Bowen Li, He Du, Binyuan Hui, Jinwang Wu, Yuanjun Laili, Conghui He

NeurIPS 2025 MMaDA: Multimodal Large Diffusion Language Models Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang

AAAI 2025 NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin

ICLR 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig

NeurIPS 2025 SWE-Bench Goes Live! Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

ICLRW 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution Chengxing Xie, Bowen Li, Chang Gao, He Du, Wai Lam, Difan Zou, Kai Chen

NeurIPS 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li, Zhaoyu Li, Qiwei Du, Jinqi Luo, Wenshan Wang, Yaqi Xie, Simon Stepputtis, Chen Wang, Katia Sycara, Pradeep Ravikumar, Alexander Gray, Xujie Si, Sebastian Scherer

JMLR 2024 PirateNets: Physics-Informed Deep Learning with Residual Adaptive Networks Sifan Wang, Bowen Li, Yuhan Chen, Paris Perdikaris

NeurIPS 2023 Can LLM Already Serve as a Database Interface? a BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Ma Chenhao, Guoliang Li, Kevin Chang, Fei Huang, Reynold Cheng, Yongbin Li

ICCV 2023 PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework Bowen Li, Ziyuan Huang, Junjie Ye, Yiming Li, Sebastian Scherer, Hang Zhao, Changhong Fu

CVPR 2023 PyPose: A Library for Robot Learning with Physics-Based Optimization Chen Wang, Dasong Gao, Kuan Xu, Junyi Geng, Yaoyu Hu, Yuheng Qiu, Bowen Li, Fan Yang, Brady Moon, Abhinav Pandey, Aryan, Jiahe Xu, Tianhao Wu, Haonan He, Daning Huang, Zhongqiang Ren, Shibo Zhao, Taimeng Fu, Pranay Reddy, Xiao Lin, Wenshan Wang, Jingnan Shi, Rajat Talak, Kun Cao, Yi Du, Han Wang, Huai Yu, Shanzhao Wang, Siyu Chen, Ananth Kashyap, Rohan Bandaru, Karthik Dantu, Jiajun Wu, Lihua Xie, Luca Carlone, Marco Hutter, Sebastian Scherer

NeurIPS 2023 VoxDet: Voxel Learning for Novel Instance Detection Bowen Li, Jiashun Wang, Yaoyu Hu, Chen Wang, Sebastian Scherer

ECCV 2022 AirDet: Few-Shot Detection Without Fine-Tuning for Autonomous Exploration Bowen Li, Chen Wang, Pranay Reddy, Seungchan Kim, Sebastian Scherer

ECCV 2022 Word-Level Fine-Grained Story Visualization Bowen Li

ACML 2021 DPOQ: Dynamic Precision Onion Quantization Bowen Li, Kai Huang, Siang Chen, Dongliang Xiong, Luc Claesen

ICCV 2021 HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li

ECCVW 2020 Adaptive Hybrid Composition Based Super-Resolution Network via Fine-Grained Channel Pruning Siang Chen, Kai Huang, Bowen Li, Dongliang Xiong, Haitian Jiang, Luc Claesen

ACML 2020 DFQF: Data Free Quantization-Aware Fine-Tuning Bowen Li, Kai Huang, Siang Chen, Dongliang Xiong, Haitian Jiang, Luc Claesen

ECCVW 2020 IdleSR: Efficient Super-Resolution Network with Multi-Scale IdleBlocks Dongliang Xiong, Kai Huang, Haitian Jiang, Bowen Li, Siang Chen, Xiaowen Jiang

NeurIPS 2020 Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation Bowen Li, Xiaojuan Qi, Philip Torr, Thomas Lukasiewicz

NeurIPS 2019 Controllable Text-to-Image Generation Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz, Philip Torr

AAAI 2019 Dependency Grammar Induction with a Neural Variational Transition-Based Parser Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller

CVPRW 2019 NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results Jianrui Cai, Shuhang Gu, Radu Timofte, Lei Zhang, Xiao Liu, Yukang Ding, Dongliang He, Chao Li, Yi Fu, Shilei Wen, Ruicheng Feng, Jinjin Gu, Yu Qiao, Chao Dong, Dongwon Park, Se Young Chun, Sanghoon Yoon, Junhyung Kwak, Donghee Son, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Zhengping Wei, Lei Liu, Hong Cai, Darui Li, Fujie Gao, Zheng Hui, Xiumei Wang, Xinbo Gao, Guoan Cheng, Ai Matsune, Qiuyu Li, Leilei Zhu, Huaijuan Zang, Shu Zhan, Yajun Qiu, Ruxin Wang, Jiawei Li, Yongcheng Jing, Mingli Song, Pengju Liu, Kai Zhang, Jingdong Liu, Jiye Liu, Hongzhi Zhang, Wangmeng Zuo, Wenyi Tang, Jing Liu, Youngjung Kim, Changyeop Shin, Minbeom Kim, Sungho Kim, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Xuan Xu, Xin Li, Furui Bai, Xiaopeng Sun, Lin Zha, Yuanfei Huang, Wen Lu, Yanpeng Cao, Du Chen, Zewei He, Anshun Sun, Siliang Tang, Hongfei Fan, Xiang Li, Guo Li, Wenjie Zhang, Yumei Zhang, Qingwen He, Jinghui Qin, Lishan Huang, Yukai Shi, Pengxu Wei, Wushao Wen, Liang Lin, Jun Yu, Guochen Xie, Mengyan Li, Rong Chen, Xiaotong Luo, Chen Hong, Yanyun Qu, Cuihua Li, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Can Zhao, Bowen Li, Chung-Chi Tsai, Shang-Chih Chuang, Joonhee Choi, Joonsoo Kim, Xiaoyun Jiang, Ze Pan, Qunbo Lv, Zheng Tan, Peidong He

ICCVW 2019 NoUCSR: Efficient Super-Resolution Network Without Upsampling Convolution Dongliang Xiong, Kai Huang, Siang Chen, Bowen Li, Haitian Jiang, Wenyuan Xu