- Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Does Few-shot Learning Suffer from Backdoor Attacks? CoRR abs/2401.01377 (2024) - Xiaoheng Xie, Gang Fan, Xiaojun Lin, Ang Zhou, Shijie Li, Xunjin Zheng, Yinan Liang, Yu Zhang, Na Yu, Haokun Li, Xinyu Chen, Yingzhuang Chen, Yi Zhen, Dejun Dong, Xianjin Fu, Jinzhou Su, Fuxiong Pan, Pengshuai Luo, Youzheng Feng, Ruoxiang Hu, Jing Fan, Jinguo Zhou, Xiao Xiao, Peng Di:
CodeFuse-Query: A Data-Centric Static Code Analysis System for Large-Scale Organizations. CoRR abs/2401.01571 (2024) - Yejie Wang, Keqing He, Guanting Dong, Pei Wang, Weihao Zeng, Muxi Diao, Yutao Mou, Mengdi Zhang, Jingang Wang, Xunliang Cai, Weiran Xu:
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning. CoRR abs/2402.09136 (2024) - Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang:
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. CoRR abs/2402.11218 (2024) - Ming Liang, Xiaoheng Xie, Gehao Zhang, Xunjin Zheng, Peng Di, Wei Jiang, Hongwei Chen, Chengpeng Wang, Gang Fan:
REPOFUSE: Repository-Level Code Completion with Fused Dual Context. CoRR abs/2402.14323 (2024) - Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Yongjun Bao, Yi Liu, Zhongzhi Luan, Depei Qian:
Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding. CoRR abs/2402.15678 (2024) - Pei Wang, Keqing He, Yejie Wang, Xiaoshuai Song, Yutao Mou, Jingang Wang, Yunsen Xian, Xunliang Cai, Weiran Xu:
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection. CoRR abs/2402.17256 (2024) - Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun:
Learning or Self-aligning? Rethinking Instruction Fine-tuning. CoRR abs/2402.18243 (2024) - Zhuocheng Gong, Jiahao Liu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan:
What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation. CoRR abs/2403.06408 (2024) - Hui Su, Zhi Tian, Xiaoyu Shen, Xunliang Cai:
Unraveling the Mystery of Scaling Laws: Part I. CoRR abs/2403.06563 (2024) - Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao:
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. CoRR abs/2403.16257 (2024) - He Zhang, Shenghao Ren, Haolei Yuan, Jianhui Zhao, Fan Li, Shuangpeng Sun, Zhenghao Liang, Tao Yu, Qiu Shen, Xun Cao:
MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors. CoRR abs/2403.17610 (2024) - Ruotong Pan, Boxi Cao, Hongyu Lin, Xianpei Han, Jia Zheng, Sirui Wang, Xunliang Cai, Le Sun:
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation. CoRR abs/2404.06809 (2024) - Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa:
The 8th AI City Challenge. CoRR abs/2404.09432 (2024) - Pengfei Wu, Jiahao Liu, Zhuocheng Gong, Qifan Wang, Jinpeng Li, Jingang Wang, Xunliang Cai, Dongyan Zhao:
Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration. CoRR abs/2404.12022 (2024) - Keheng Wang, Feiyu Duan, Peiguang Li, Sirui Wang, Xunliang Cai:
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation. CoRR abs/2404.14043 (2024) - Lingdong Kong, Shaoyuan Xie, Hanjiang Hu, Yaru Niu, Wei Tsang Ooi, Benoit R. Cottereau, Lai Xing Ng, Yuexin Ma, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu, Weichao Qiu, Wei Zhang, Xu Cao, Hao Lu, Ying-Cong Chen, Caixin Kang, Xinning Zhou, Chengyang Ying, Wentao Shang, Xingwei Wang, Yinpeng Dong, Bo Yang, Shengyin Jiang, Zeliang Ma, Dengyi Ji, Haiwen Li, Xingliang Huang, Yu Tian, Genghua Kou, Fan Jia, Yingfei Liu, Tiancai Wang, Ying Li, Xiaoshuai Hao, Yifan Yang, Hui Zhang, Mengchuan Wei, Yi Zhou, Haimei Zhao, Jing Zhang, Jinke Li, Xiao He, Xiaoqiang Cheng, Bingyang Zhang, Lirong Zhao, Dianlei Ding, Fangsheng Liu, Yixiang Yan, Hongming Wang, Nanfei Ye, Lun Luo, Yubo Tian, Yiwei Zuo, Zhe Cao, Yi Ren, Yunfan Li, Wenjie Liu, Xun Wu, Yifan Mao, Ming Li, Jian Liu, Jiayang Liu, Zihan Qin, Cunxi Chu, Jialei Xu, Wenbo Zhao, Junjun Jiang, Xianming Liu, Ziyan Wang, Chiwei Li, Shilong Li, Chendong Yuan, Songyue Yang, Wentao Liu, Peng Chen, Bin Zhou, Yubo Wang, Chi Zhang, Jianhang Sun, Hai Chen, Xiao Yang, Lizhong Wang, Dongyi Fu, Yongchun Lin, Huitong Yang, Haoang Li, Yadan Luo, Xianjing Cheng, Yong Xu:
The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition. CoRR abs/2405.08816 (2024) - 2023
- Huaqing Liang, Xunhe Yin:
Self-Healing Control: Review, Framework, and Prospect. IEEE Access 11: 79495-79512 (2023) - Yi Bai, Liangsheng Shi, Yuanyuan Zha, Shuaibing Liu, Chenwei Nie, Honggen Xu, Hongye Yang, Mingchao Shao, Xun Yu, Minghan Cheng, Yadong Liu, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin:
Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images. Comput. Electron. Agric. 215: 108349 (2023) - Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin:
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. 211: 108029 (2023) - Xun Zhou, Miaomiao Liu, Bo Dong, Weizhong Li, Kunfeng Liang:
Effects of prefilmer edge configuration on primary liquid film breakup: A lattice Boltzmann study. Comput. Math. Appl. 146: 33-44 (2023) - Tianjiao Guo, Ziyun Liang, Yun Gu, Kun Liu, Xun Xu, Jie Yang, Qi Yu:
Learning for retinal image quality assessment with label regularization. Comput. Methods Programs Biomed. 228: 107238 (2023) - Xunjian LI, Yuan Sun, Guo-Liang Tian, Jiajuan Liang, Jianhua Shi:
Mean regression model for the zero-truncated Poisson distribution and its generalization. Comput. Stat. Data Anal. 179: 107650 (2023) - Gongping Chen, Yuming Liu, Jiang Qian, Jianxun Zhang, Xiaotao Yin, Liang Cui, Yu Dai:
DSEU-net: A novel deep supervision SEU-net for medical ultrasound image segmentation. Expert Syst. Appl. 223: 119939 (2023) - Gongping Chen, Yu Zhao, Yu Dai, Jian-Xun Zhang, Xiaotao Yin, Liang Cui, Jiang Qian:
Asymmetric U-shaped network with hybrid attention mechanism for kidney ultrasound images segmentation. Expert Syst. Appl. 212: 118847 (2023) - Yang Li, Mingyuan Bai, Qingfeng Guan, Zi Ming, Xun Liang, Gang Liu, Junbin Gao:
CSD-RkNN: reverse k nearest neighbors queries with conic section discriminances. Int. J. Geogr. Inf. Sci. 37(10): 2175-2204 (2023) - Xunru Liang, Jianfeng Liang, Tao Yin, Xiaoyu Tang:
A lightweight method for face expression recognition based on improved MobileNetV3. IET Image Process. 17(8): 2375-2384 (2023) - Wenjing Wang, Liang Xu, Juanjuan Xu, Xun Li, Huanshui Zhang:
Linear quadratic optimal control for time-delay stochastic system with partial information. Int. J. Syst. Sci. 54(10): 2227-2238 (2023) - Liang Xi, Yujia Liang, Xunhua Huang, Han Liu, Ao Li:
Unsupervised multimodal domain adversarial network for time series classification. Inf. Sci. 624: 147-164 (2023) - Shuyu Li, Nan Zhang, Hao Zhang, Ran Zhou, Zirui Li, Xue Yang, Wantao Wu, Hanning Li, Peng Luo, Zeyu Wang, Ziyu Dai, Xisong Liang, Jie Wen, Xun Zhang, Bo Zhang, Quan Cheng, Qi Zhang, Zhifang Yang:
Artificial intelligence learning landscape of triple-negative breast cancer uncovers new opportunities for enhancing outcomes and immunotherapy responses. J. Big Data 10(1): 132 (2023)