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2020 – today
- 2025
[j62]Rui Zheng, Yang Ren, Qi Zhou, Yibin Ye, Hui Zeng:
Cross transformer for LiDAR-based loop closure detection. Mach. Vis. Appl. 36(1): 2 (2025)- 2024
- [j61]Zhaorong Wang
, Rui Zheng, Xiayin Zhu, Wenda Luo, Sailing He:
Classification of Bone Marrow Cells Based on Dual-Channel Convolutional Block Attention Network. IEEE Access 12: 96205-96219 (2024) - [j60]Anparasy Sivaanpu, Kumaradevan Punithakumar, Rui Zheng, Michelle Noga, Dean Ta, Edmond H. M. Lou, Lawrence H. Le:
Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network. IEEE Access 12: 168607-168625 (2024) - [j59]Xiaoying Wang, Chunmei Li, Yilei Wang, Lin Yin, Qilin Zhou, Rui Zheng, Qingwu Wu, Yuqi Zhou, Min Dai:
An intelligent prediction model of epidemic characters based on multi-feature. CAAI Trans. Intell. Technol. 9(3): 595-607 (2024) - [j58]Rui Zheng, Haojun Fang, Zhanglin Peng:
Condition-based maintenance for a balanced system considering dependent soft and hard failures. Comput. Ind. Eng. 197: 110550 (2024) - [j57]Rui Zheng, Linjie Wu, Xingjuan Cai, Yubin Xu:
Explicable recommendation model based on a time-assisted knowledge graph and many-objective optimization algorithm. Concurr. Comput. Pract. Exp. 36(21) (2024) - [j56]Rui Zheng, Zuo Jiang, Yibin Ye, Yang Ren, Hui Zeng, Junwei Li, Zhiyuan Zhang:
An adaptive network fusing light detection and ranging height-sliced bird's-eye view and vision for place recognition. Eng. Appl. Artif. Intell. 137: 109230 (2024) - [j55]Hongbo Chen, Logiraj Kumaralingam, Shuhang Zhang, Sheng Song, Fayi Zhang, Haibin Zhang, Thanh-Tu Pham, Kumaradevan Punithakumar, Edmond H. M. Lou, Yuyao Zhang, Lawrence H. Le, Rui Zheng:
Neural implicit surface reconstruction of freehand 3D ultrasound volume with geometric constraints. Medical Image Anal. 98: 103305 (2024) - [j54]Rui Zheng, Haojun Fang, Chaoming Hu:
Joint optimization of inspection and condition-based maintenance for a deteriorating product under extended warranty. Reliab. Eng. Syst. Saf. 245: 110043 (2024) - [j53]Rui Zheng, Haojun Fang, Yanying Song:
A condition-based maintenance policy for a two-component balanced system with dependent degradation processes. Reliab. Eng. Syst. Saf. 252: 110483 (2024) - [j52]Rui Zheng, Limin Qi, Sizhuo Li, Zhihua Gan, Ding Zhao, Min Qiu:
Liquid Hydrogen Temperature Cryostage for Ice-Assisted Electron-Beam Lithography. IEEE Trans. Instrum. Meas. 73: 1-4 (2024) - [j51]Hongye Zeng, Kang Zhou, Songhan Ge, Yuchong Gao, Jianhao Zhao, Shenghua Gao, Rui Zheng:
Anatomical Prior and Inter-Slice Consistency for Semi-Supervised Vertebral Structure Detection in 3D Ultrasound Volume. IEEE J. Biomed. Health Informatics 28(4): 2211-2222 (2024) - [j50]Xiaoqing Wang, Rui Zheng, Fei Du, Xiongwen Zhao, Yu Zhang, Yunhe Xu, Suiyan Geng, Peng Qin:
Joint Beamforming and Reflecting Elements Optimization for Segmented RIS Assisted Multi-User Wireless Networks. IEEE Trans. Veh. Technol. 73(3): 3820-3831 (2024) - [j49]Junkai Huang, Rui Zheng, Youyong Cheng, Jiaqian Hu, Weijun Hu, Wenli Shang, Man Zhang, Zhong Cao:
Interactive semantics neural networks for skeleton-based human interaction recognition. Vis. Comput. 40(10): 7147-7160 (2024) - [c72]Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu:
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation. ACL (Student Research Workshop) 2024: 365-376 - [c71]Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen, Limao Xiong, Yuhao Zhou, Xiao Wang, Zhiheng Xi, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. ACL (1) 2024: 1932-1945 - [c70]Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. ACL (1) 2024: 2227-2239 - [c69]Shihan Dou, Yan Liu, Haoxiang Jia, Enyu Zhou, Limao Xiong, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback. ACL (1) 2024: 4571-4585 - [c68]Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. ACL (1) 2024: 11087-11099 - [c67]Yuhao Zhou, Wenxiang Chen, Rui Zheng, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks. LREC/COLING 2024: 12527-12538 - [c66]Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. LREC/COLING 2024: 15410-15421 - [c65]Binghai Wang, Rui Zheng, Lu Chen, Zhiheng Xi, Wei Shen, Yuhao Zhou, Dong Yan, Tao Gui, Qi Zhang, Xuanjing Huang:
Reward Modeling Requires Automatic Adjustment Based on Data Quality. EMNLP (Findings) 2024: 4041-4064 - [c64]Lu Chen, Rui Zheng, Binghai Wang, Senjie Jin, Caishuang Huang, Junjie Ye, Zhihao Zhang, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning. EMNLP 2024: 15270-15283 - [c63]Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. ICLR 2024 - [c62]Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin:
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. ICML 2024 - [c61]Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang:
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. ICML 2024 - [c60]Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu:
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation. MICCAI (10) 2024: 622-632 - [c59]Hongbo Chen, Yuchong Gao, Shuhang Zhang, Jiangjie Wu, Yuexin Ma, Rui Zheng:
RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape Reconstruction. MICCAI (4) 2024: 721-731 - [i52]Binghai Wang, Rui Zheng, Lu Chen, Yan Liu, Shihan Dou, Caishuang Huang, Wei Shen, Senjie Jin, Enyu Zhou, Chenyu Shi, Songyang Gao, Nuo Xu, Yuhao Zhou, Xiaoran Fan, Zhiheng Xi, Jun Zhao, Xiao Wang, Tao Ji, Hang Yan, Lixing Shen, Zhan Chen, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
Secrets of RLHF in Large Language Models Part II: Reward Modeling. CoRR abs/2401.06080 (2024) - [i51]Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin:
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. CoRR abs/2401.11458 (2024) - [i50]Xiaoran Fan, Tao Ji, Changhao Jiang, Shuo Li, Senjie Jin, Sirui Song, Junke Wang, Boyang Hong, Lu Chen, Guodong Zheng, Ming Zhang, Caishuang Huang, Rui Zheng, Zhiheng Xi, Yuhao Zhou, Shihan Dou, Junjie Ye, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
MouSi: Poly-Visual-Expert Vision-Language Models. CoRR abs/2401.17221 (2024) - [i49]Shihan Dou, Yan Liu, Haoxiang Jia, Limao Xiong, Enyu Zhou, Wei Shen, Junjie Shan, Caishuang Huang, Xiao Wang, Xiaoran Fan, Zhiheng Xi, Yuhao Zhou, Tao Ji, Rui Zheng, Qi Zhang, Xuanjing Huang, Tao Gui:
StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback. CoRR abs/2402.01391 (2024) - [i48]Zhiheng Xi, Wenxiang Chen, Boyang Hong, Senjie Jin, Rui Zheng, Wei He, Yiwen Ding, Shichun Liu, Xin Guo, Junzhe Wang, Honglin Guo, Wei Shen, Xiaoran Fan, Yuhao Zhou, Shihan Dou, Xiao Wang, Xinbo Zhang, Peng Sun, Tao Gui, Qi Zhang, Xuanjing Huang:
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning. CoRR abs/2402.05808 (2024) - [i47]Hongye Zeng, Ke Zou, Zhihao Chen, Yuchong Gao, Hongbo Chen, Haibin Zhang, Kang Zhou, Meng Wang, Rick Siow Mong Goh, Yong Liu, Chang Jiang, Rui Zheng, Huazhu Fu:
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices. CoRR abs/2402.11211 (2024) - [i46]Nuo Xu, Jun Zhao, Can Zu, Sixian Li, Lu Chen, Zhihao Zhang, Rui Zheng, Shihan Dou, Wenjuan Qin, Tao Gui, Qi Zhang, Xuanjing Huang:
Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution. CoRR abs/2402.11525 (2024) - [i45]Xueqing Wu, Rui Zheng, Jingzhen Sha, Te-Lin Wu, Hanyu Zhou, Mohan Tang, Kai-Wei Chang, Nanyun Peng, Haoran Huang:
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation. CoRR abs/2403.02528 (2024) - [i44]Wei Shen, Xiaoying Zhang, Yuanshun Yao, Rui Zheng, Hongyi Guo, Yang Liu:
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards. CoRR abs/2403.07708 (2024) - [i43]Weikang Zhou, Xiao Wang, Limao Xiong, Han Xia, Yingshuang Gu, Mingxu Chai, Fukang Zhu, Caishuang Huang, Shihan Dou, Zhiheng Xi, Rui Zheng, Songyang Gao, Yicheng Zou, Hang Yan, Yifan Le, Ruohui Wang, Lijun Li, Jing Shao, Tao Gui, Qi Zhang, Xuanjing Huang:
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models. CoRR abs/2403.12171 (2024) - [i42]Rui Zheng, Yuhao Zhou, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang:
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals. CoRR abs/2403.16176 (2024) - [i41]Shihan Dou, Yan Liu, Enyu Zhou, Tianlong Li, Haoxiang Jia, Limao Xiong, Xin Zhao, Junjie Ye, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
MetaRM: Shifted Distributions Alignment via Meta-Learning. CoRR abs/2405.00438 (2024) - [i40]Hongye Zeng, Ke Zou, Zhihao Chen, Rui Zheng, Huazhu Fu:
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation. CoRR abs/2405.16102 (2024) - [i39]Zhiheng Xi, Yiwen Ding, Wenxiang Chen, Boyang Hong, Honglin Guo, Junzhe Wang, Dingwen Yang, Chenyang Liao, Xin Guo, Wei He, Songyang Gao, Lu Chen, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Zuxuan Wu, Yu-Gang Jiang:
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments. CoRR abs/2406.04151 (2024) - [i38]Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao:
Uncertainty Aware Learning for Language Model Alignment. CoRR abs/2406.04854 (2024) - [i37]Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu:
Toward Optimal LLM Alignments Using Two-Player Games. CoRR abs/2406.10977 (2024) - [i36]Rong Bao, Rui Zheng, Shihan Dou, Xiao Wang, Enyu Zhou, Bo Wang, Qi Zhang, Liang Ding, Dacheng Tao:
Aligning Large Language Models from Self-Reference AI Feedback with one General Principle. CoRR abs/2406.11190 (2024) - [i35]Yongting Zhang, Lu Chen, Guodong Zheng, Yifeng Gao, Rui Zheng, Jinlan Fu, Zhenfei Yin, Senjie Jin, Yu Qiao, Xuanjing Huang, Feng Zhao, Tao Gui, Jing Shao:
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model. CoRR abs/2406.12030 (2024) - [i34]Caishuang Huang, Wanxu Zhao, Rui Zheng, Huijie Lv, Shihan Dou, Sixian Li, Xiao Wang, Enyu Zhou, Junjie Ye, Yuming Yang, Tao Gui, Qi Zhang, Xuanjing Huang:
SafeAligner: Safety Alignment against Jailbreak Attacks via Response Disparity Guidance. CoRR abs/2406.18118 (2024) - [i33]Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Weikang Zhou, Muling Wu, Mingxu Chai, Jessica Fan, Caishuang Huang, Yunbo Tao, Yan Liu, Enyu Zhou, Ming Zhang, Yuhao Zhou, Yueming Wu, Rui Zheng, Ming Wen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study. CoRR abs/2407.06153 (2024) - [i32]Huiyu Xu, Wenhui Zhang, Zhibo Wang, Feng Xiao, Rui Zheng, Yunhe Feng, Zhongjie Ba, Kui Ren:
RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent. CoRR abs/2407.16667 (2024) - [i31]Hongbo Chen, Yuchong Gao, Shuhang Zhang, Jiangjie Wu, Yuexin Ma, Rui Zheng:
RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape Reconstruction. CoRR abs/2408.07325 (2024) - [i30]Enyu Zhou, Guodong Zheng, Binghai Wang, Zhiheng Xi, Shihan Dou, Rong Bao, Wei Shen, Limao Xiong, Jessica Fan, Yurong Mou, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
RMB: Comprehensively Benchmarking Reward Models in LLM Alignment. CoRR abs/2410.09893 (2024) - [i29]Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xiaohui Zhao, Tao Gui, Qi Zhang, Xuanjing Huang:
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs. CoRR abs/2410.11302 (2024) - [i28]Shihan Dou, Jiazheng Zhang, Jianxiang Zang, Yunbo Tao, Haoxiang Jia, Shichun Liu, Yuming Yang, Shenxi Wu, Shaoqing Zhang, Muling Wu, Changze Lv, Limao Xiong, Wenyu Zhan, Lin Zhang, Rongxiang Weng, Jingang Wang, Xunliang Cai, Yueming Wu, Ming Wen, Rui Zheng, Tao Ji, Yixin Cao, Tao Gui, Xipeng Qiu, Qi Zhang, Xuanjing Huang:
Multi-Programming Language Sandbox for LLMs. CoRR abs/2410.23074 (2024) - 2023
- [j48]Chaoming Hu, Rui Zheng, Shaojun Lu, Xinbao Liu, Hao Cheng:
Integrated optimization of production scheduling and maintenance planning with dynamic job arrivals and mold constraints. Comput. Ind. Eng. 186: 109708 (2023) - [j47]Rui Zheng, Jingjing Wang, Yingzhi Zhang:
A hybrid repair-replacement policy in the proportional hazards model. Eur. J. Oper. Res. 304(3): 1011-1021 (2023) - [j46]Rui Zheng, Fei Du, Xiaoqing Wang, Suiyan Geng, Xiongwen Zhao:
Two Distributed IRSs-Assisted Ambient Backscatter Communication System. IEEE Commun. Lett. 27(12): 3409-3413 (2023) - [j45]Dan Zhang, Rui Zheng, Luosang Gadeng, Pei Yang:
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency. Int. J. Intell. Syst. 2023: 1-16 (2023) - [j44]Rui Zheng, Xufeng Zhao, Chaoming Hu, Xiangyun Ren:
A repair-replacement policy for a system subject to missions of random types and random durations. Reliab. Eng. Syst. Saf. 232: 109063 (2023) - [j43]Rui Zheng, Yuan Xing, Xiangyun Ren:
Multilevel preventive replacement for a system subject to internal deterioration, external shocks, and dynamic missions. Reliab. Eng. Syst. Saf. 239: 109507 (2023) - [j42]Lichen Zhao, Daigang Cai, Jing Zhang, Lu Sheng, Dong Xu, Rui Zheng, Yinjie Zhao, Lipeng Wang, Xibo Fan:
Toward Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2935-2949 (2023) - [j41]Longwen Zhang, Zijun Zhao, Xinzhou Cong, Qixuan Zhang, Shuqi Gu, Yuchong Gao, Rui Zheng, Wei Yang, Lan Xu, Jingyi Yu:
HACK: Learning a Parametric Head and Neck Model for High-fidelity Animation. ACM Trans. Graph. 42(4): 41:1-41:20 (2023) - [j40]Rui Zheng, Xiaofei Qian, Liudong Gu:
Group Maintenance for Numerical Control Machine Tools: A Case Study. IEEE Trans. Reliab. 72(4): 1407-1419 (2023) - [c58]Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. ACL (Findings) 2023: 100-113 - [c57]Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao:
CASN: Class-Aware Score Network for Textual Adversarial Detection. ACL (1) 2023: 671-687 - [c56]Rui Zheng, Zhiheng Xi, Qin Liu, Wenbin Lai, Tao Gui, Qi Zhang, Xuanjing Huang, Jin Ma, Ying Shan, Weifeng Ge:
Characterizing the Impacts of Instances on Robustness. ACL (Findings) 2023: 2314-2332 - [c55]Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang:
Detecting Adversarial Samples through Sharpness of Loss Landscape. ACL (Findings) 2023: 11282-11298 - [c54]Zhiheng Xi, Rui Zheng, Yuansen Zhang, Xuanjing Huang, Zhongyu Wei, Minlong Peng, Mingming Sun, Qi Zhang, Tao Gui:
Connectivity Patterns are Task Embeddings. ACL (Findings) 2023: 11993-12013 - [c53]Qingqing Zhou, Fangbo He, Rui Zheng, Ligeng Pei:
Design of key mechanisms of the electricity market system based on particle swarm algorithm optimization of important indicators. BDEIM 2023: 392-397 - [c52]Jiaqi Yao, Chang Jiang, Yiwei Xiang, Zhiyang Zhang, Zixian Chen, Rui Zheng:
Tissue Identification of Intervertebral Disc Anatomy Using Forward-oriented Ultrasound Endoscopic System: A Feasibility Study. EMBC 2023: 1-4 - [c51]Lanxi Zhao, Sheng Song, Chunlei Zhang, Peng Huang, Yi Zhang, Mingbo Zhang, Rui Zheng:
Investigation of 3D Reconstruction Algorithms For Wireless Freehand Ultrasound Imaging System. EMBC 2023: 1-4 - [c50]Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang:
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. EMNLP (Findings) 2023: 2859-2873 - [c49]Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang:
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. EMNLP (Findings) 2023: 10262-10274 - [c48]Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Orthogonal Subspace Learning for Language Model Continual Learning. EMNLP (Findings) 2023: 10658-10671 - [c47]Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Jia Liu, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. EMNLP (Findings) 2023: 11383-11406 - [c46]Guohua Sun, Yan Xu, Zhen Wang, Jinyan Lu, Zhonglin Mao, Rui Zheng, Ruimin Xu, Qianyou Jiang, Hanlin Cui:
The Research on Dynamic Data Trustworthy Decision-Making Mechanism of Artificial Intelligence. HP3C 2023: 108-113 - [c45]Fangbo He, Rui Zheng, Yuhan Zhang, Qingqing Zhou, Yuhan Huang, Yuge Sun, Tao Ding:
An Analytical Method of Day-Ahead Load Curve for Adjustable Loads under Price-Based Demand Response. iSPEC 2023: 1-6 - [i27]Jiawen Li, Yunqian Huang, Sheng Song, Hongbo Chen, Junni Shi, Duo Xu, Haibin Zhang, Man Chen, Rui Zheng:
Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3D Ultrasound Imaging System. CoRR abs/2301.03081 (2023) - [i26]Xuanting Chen, Junjie Ye, Can Zu, Nuo Xu, Rui Zheng, Minlong Peng, Jie Zhou, Tao Gui, Qi Zhang, Xuanjing Huang:
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks. CoRR abs/2303.00293 (2023) - [i25]Xiao Wang, Weikang Zhou, Can Zu, Han Xia, Tianze Chen, Yuansen Zhang, Rui Zheng, Junjie Ye, Qi Zhang, Tao Gui, Jihua Kang, Jingsheng Yang, Siyuan Li, Chunsai Du:
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction. CoRR abs/2304.08085 (2023) - [i24]Longwen Zhang, Zijun Zhao, Xinzhou Cong, Qixuan Zhang, Shuqi Gu, Yuchong Gao, Rui Zheng, Wei Yang, Lan Xu, Jingyi Yu:
HACK: Learning a Parametric Head and Neck Model for High-fidelity Animation. CoRR abs/2305.04469 (2023) - [i23]Ting Wu, Jingyi Liu, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. CoRR abs/2305.07085 (2023) - [i22]Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. CoRR abs/2305.12123 (2023) - [i21]Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Tao Gui, Qi Zhang, Xuanjing Huang:
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. CoRR abs/2305.14497 (2023) - [i20]Rui Zheng, Shihan Dou, Songyang Gao, Yuan Hua, Wei Shen, Binghai Wang, Yan Liu, Senjie Jin, Qin Liu, Yuhao Zhou, Limao Xiong, Lu Chen, Zhiheng Xi, Nuo Xu, Wenbin Lai, Minghao Zhu, Cheng Chang, Zhangyue Yin, Rongxiang Weng, Wensen Cheng, Haoran Huang, Tianxiang Sun, Hang Yan, Tao Gui, Qi Zhang, Xipeng Qiu, Xuanjing Huang:
Secrets of RLHF in Large Language Models Part I: PPO. CoRR abs/2307.04964 (2023) - [i19]Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, Tao Gui:
The Rise and Potential of Large Language Model Based Agents: A Survey. CoRR abs/2309.07864 (2023) - [i18]Wei Shen, Rui Zheng, WenYu Zhan, Jun Zhao, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang:
Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback. CoRR abs/2310.05199 (2023) - [i17]Xiao Wang, Yuansen Zhang, Tianze Chen, Songyang Gao, Senjie Jin, Xianjun Yang, Zhiheng Xi, Rui Zheng, Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang:
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models. CoRR abs/2310.06762 (2023) - [i16]Enyu Zhou, Rui Zheng, Zhiheng Xi, Songyang Gao, Xiaoran Fan, Zichu Fei, Jingting Ye, Tao Gui, Qi Zhang, Xuanjing Huang:
RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms. CoRR abs/2310.11227 (2023) - [i15]Rui Zheng, Wei Shen, Yuan Hua, Wenbin Lai, Shihan Dou, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Haoran Huang, Tao Gui, Qi Zhang, Xuanjing Huang:
Improving Generalization of Alignment with Human Preferences through Group Invariant Learning. CoRR abs/2310.11971 (2023) - [i14]Xiao Wang, Tianze Chen, Qiming Ge, Han Xia, Rong Bao, Rui Zheng, Qi Zhang, Tao Gui, Xuanjing Huang:
Orthogonal Subspace Learning for Language Model Continual Learning. CoRR abs/2310.14152 (2023) - [i13]Yikun Wang, Rui Zheng, Haoming Li, Qi Zhang, Tao Gui, Fei Liu:
RRescue: Ranking LLM Responses to Enhance Reasoning Over Context. CoRR abs/2311.09136 (2023) - [i12]Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Jun Zhao, Wei Shen, Yuhao Zhou, Zhiheng Xi, Xiao Wang, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment. CoRR abs/2312.09979 (2023) - 2022
- [j39]Rui Zheng, Qiuyun Wang, Zhuopang Lin, Zhengwei Jiang, Jianming Fu, Guojun Peng:
Cryptocurrency malware detection in real-world environment: Based on multi-results stacking learning. Appl. Soft Comput. 124: 109044 (2022) - [j38]Zhao Chen, Yin Jiang, Xiaoyu Zhang, Rui Zheng, Ruijin Qiu, Yang Sun, Chen Zhao, Hongcai Shang:
ResNet18DNN: prediction approach of drug-induced liver injury by deep neural network with ResNet18. Briefings Bioinform. 23(1) (2022) - [j37]Zhao Chen, Yin Jiang, Xiaoyu Zhang, Rui Zheng, Ruijin Qiu, Yang Sun, Chen Zhao, Hongcai Shang:
The prediction approach of drug-induced liver injury: response to the issues of reproducible science of artificial intelligence in real-world applications. Briefings Bioinform. 23(4) (2022) - [j36]Yi Li, Rui Zheng, Ju'e Guo:
Managing disruption risk in competing multitier supply chains. Int. Trans. Oper. Res. 29(6): 3622-3656 (2022) - [j35]Liudong Gu, Rui Zheng, Yifan Zhou, Zhisheng Zhang, Kunkun Zhao:
Remaining useful life prediction using composite health index and hybrid LSTM-SVR model. Qual. Reliab. Eng. Int. 38(7): 3559-3578 (2022) - [j34]Rui Zheng, Seyedvahid Najafi, Yingzhi Zhang:
A recursive method for the health assessment of systems using the proportional hazards model. Reliab. Eng. Syst. Saf. 221: 108379 (2022) - [j33]Jingjing Wang, Rui Zheng, Tianran Lin:
Maintenance modeling for balanced systems subject to two competing failure modes. Reliab. Eng. Syst. Saf. 225: 108637 (2022) - [j32]Shulin Zhang, Bo Li, Lei Liu, Qihou Hu, Haoran Liu, Rui Zheng, Yizhi Zhu, Ting Liu, Mingzhai Sun, Cheng Liu:
Prediction of Vertical Profile of NO₂ Using Deep Multimodal Fusion Network Based on the Ground-Based 3-D Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [c44]Rui Zheng, Bao Rong, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang:
Robust Lottery Tickets for Pre-trained Language Models. ACL (1) 2022: 2211-2224 - [c43]Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu, Zhanzhan Cheng, Liang Qiao, Tao Gui, Qi Zhang, Xuanjing Huang:
Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning. ACL (1) 2022: 5634-5644 - [c42]Jingyuan Wang, Rui Zheng, Yilin Wang:
Pacing Strategies of Power Output Distribution Based on Optimization Modelling. BDSIC 2022: 19-28 - [c41]