Xiaoqing Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 85

Top Venues

Publications

Li Xue, Aipeng Jiang, Xiaoqing Zheng, Yanying Qi, Lingyu He, Yan Wang
Few-Shot Fault Diagnosis Based on an Attention-Weighted Relation Network. Entropy 26 (1) (2024)
Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Aligning Large Language Models with Human Preferences through Representation Engineering. ACL (1) (2024)
Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Advancing Parameter Efficiency in Fine-tuning via Representation Editing. ACL (1) (2024)
Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. CoRR (2024)
Changze Lv, Yufei Gu, Zhengkang Guo, Zhibo Xu, Yixin Wu, Feiran Zhang, Tianyuan Shi, Zhenghua Wang, Ruicheng Yin, Yu Shang, Siqi Zhong, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Jianhao Zhu, Cenyuan Zhang, Zixuan Ling, Xiaoqing Zheng
Towards Biologically Plausible Computing: A Comprehensive Comparison. CoRR (2024)
Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
Searching for Best Practices in Retrieval-Augmented Generation. CoRR (2024)
Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Advancing Parameter Efficiency in Fine-tuning via Representation Editing. CoRR (2024)
Changze Lv, Jianhan Xu, Xiaoqing Zheng
Spiking Convolutional Neural Networks for Text Classification. CoRR (2024)
Zisu Huang, Xiaohua Wang, Feiran Zhang, Zhibo Xu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement. CoRR (2024)
Cenyuan Zhang, Xiaoqing Zheng, Ruicheng Yin, Shujie Geng, Jianhan Xu, Xuan Gao, Changze Lv, Zixuan Ling, Xuanjing Huang, Miao Cao, Jianfeng Feng
Decoding Continuous Character-based Language from Non-invasive Brain Recordings. CoRR (2024)
Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. CoRR (2024)
Yufei Gu, Xiaoqing Zheng, Tomaso Aste
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. ICLR (2024)
Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
Open the Pandora's Box of LLMs: Jailbreaking LLMs through Representation Engineering. CoRR (2024)
Shizhen Wu, Yaguang Kong, Ruidong Xu, Yunfei Guo, Zhangping Chen, Xiaoqing Zheng
A feature space class balancing strategy-based fault classification method in solar photovoltaic modules. Eng. Appl. Artif. Intell. 136 (2024)
Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. CoRR (2024)
Lihao Wang, Xiaoqing Zheng
Unsupervised Word Segmentation with Bi-directional Neural Language Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (1) (2023)
Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios. CoRR (2023)
Jiehang Zeng, Jianhan Xu, Xiaoqing Zheng, Xuanjing Huang
Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. Comput. Linguistics 49 (2) (2023)
Xiaoqing Zheng, Changyuan Yue, Jiang Wei, Anke Xue, Ming Ge, Yaguang Kong
Few-shot intelligent fault diagnosis based on an improved meta-relation network. Appl. Intell. 53 (24) (2023)
Changze Lv, Tianlong Li, Jianhan Xu, Chenxi Gu, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. CoRR (2023)
Changze Lv, Jianhan Xu, Xiaoqing Zheng
Spiking Convolutional Neural Networks for Text Classification. ICLR (2023)
Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
Chinese Named Entity Recognition Augmented with Lexicon Memory. J. Comput. Sci. Technol. 38 (5) (2023)
Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. ACL (Findings) (2023)
Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng
Spinal Nerve Segmentation Method and Dataset Construction in Endoscopic Surgical Scenarios. MICCAI (9) (2023)
Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang
TableVLM: Multi-modal Pre-training for Table Structure Recognition. ACL (1) (2023)
Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge. ACL (Findings) (2023)
Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Aligning Large Language Models with Human Preferences through Representation Engineering. CoRR (2023)
Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue
Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge. CoRR (2023)
Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. EMNLP (Findings) (2023)
Tianlong Li, Wenhao Liu, Changze Lv, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. CoRR (2023)
Aipeng Jiang, Qiuyun Huang, Yun Chen, Yudong Xia, Xiaoqing Zheng, Qiang Ding
Research on efficient and accurate computing strategies for complex optimal control problems. Int. J. Control 96 (11) (2023)
Xiaoqing Zheng
Building Conventional "Experts" With a Dialogue Logic Programming Language. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yufei Gu, Xiaoqing Zheng, Tomaso Aste
Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. CoRR (2023)
Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) (2023)
Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation. EMNLP (2023)
Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
Tailoring Personality Traits in Large Language Models via Unsupervisedly-Built Personalized Lexicons. CoRR (2023)
Yuliang Yan, Xiaohua Wang, Xiang Zhou, Xiaoqing Zheng, Xuanjing Huang
Measure Children's Mindreading Ability with Machine Reading. EMNLP (Findings) (2023)
Lihao Wang, Yi Zhou, Yiqun Wang, Xiaoqing Zheng, Xuanjing Huang, Hao Zhou
Regularized Molecular Conformation Fields. NeurIPS (2022)
Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. ACL (Findings) (2022)
Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
Improving the Adversarial Robustness of NLP Models by Information Bottleneck. CoRR (2022)
Jiacheng Ye, Xiang Zhou, Xiaoqing Zheng, Tao Gui, Qi Zhang
Uncertainty-Aware Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
Weight Perturbation as Defense against Adversarial Word Substitutions. EMNLP (Findings) (2022)
Yi Chen, Xiaoqing Zheng, Yaozhi Luo, Yanbin Shen, Yu Xue, Wenwei Fu
An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis. Sensors 22 (13) (2022)
Chenxi Gu, Chengsong Huang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
Watermarking Pre-trained Language Models with Backdooring. CoRR (2022)
Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
Improving the Adversarial Robustness of NLP Models by Information Bottleneck. ACL (Findings) (2022)
Yusi Qi, Xiaoqing Zheng, Xuanjing Huang
Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. Knowl. Inf. Syst. 64 (7) (2022)
Lu Liu, Jiehang Zeng, Xiaoqing Zheng
Learning structured embeddings of knowledge graphs with generative adversarial framework. Expert Syst. Appl. 204 (2022)
Zhenqiao Song, Xiaoqing Zheng, Xuanjing Huang
Jointly learning bilingual word embeddings and alignments. Mach. Transl. 35 (4) (2021)
Liping Yuan, Jiehang Zeng, Xiaoqing Zheng
SparseGAN: Sparse Generative Adversarial Network for Text Generation. CoRR (2021)
Xiao Wang, Qin Liu, Tao Gui, Qi Zhang, Yicheng Zou, Xin Zhou, Jiacheng Ye, Yongxin Zhang, Rui Zheng, Zexiong Pang, Qinzhuo Wu, Zhengyan Li, Chong Zhang, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Shan Qin, Bolin Zhu, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) (2021)
Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR (2021)
Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
Generating Responses With a Given Syntactic Pattern in Chinese Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang
On the Transferability of Adversarial Attacks against Neural Text Classifier. EMNLP (1) (2021)
Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang
Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks. CoRR (2021)
Jiehang Zeng, Xiaoqing Zheng, Jianhan Xu, Linyang Li, Liping Yuan, Xuanjing Huang
Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. CoRR (2021)
Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. CoRR (2021)
Lihao Wang, Zongyi Li, Xiaoqing Zheng
Unsupervised Word Segmentation with Bi-directional Neural Language Model. CoRR (2021)
Xiaoqing Zheng, Jie Chen, Hongcheng Wang, Song Zheng, Yaguang Kong
A deep learning-based approach for the automated surface inspection of copper clad laminate images. Appl. Intell. 51 (3) (2021)
Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. ACL/IJCNLP (2) (2021)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. CoRR (2021)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. EMNLP (1) (2021)
Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. ACL/IJCNLP (1) (2021)
Lihao Wang, Xiaoqing Zheng
Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples. EMNLP (1) (2020)
Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. ACL (2020)
Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
Generating universal language adversarial examples by understanding and enhancing the transferability across neural models. CoRR (2020)
Zongyi Li, Xiaoqing Zheng
Unsupervised Summarization by Jointly Extracting Sentences and Keywords. CoRR (2020)
Lu Liu, Zhenqiao Song, Xiaoqing Zheng
Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference. CoRR (2020)
Song Zheng, Kafei Tang, Shuai Chen, Xiaoqing Zheng
Operation Cost Optimization on an Ultralow Emission System Based on Improved Collaborative Optimization. IEEE Access 8 (2020)
Xiaoqing Zheng, Hongcheng Wang, Jie Chen, Yaguang Kong, Song Zheng
A Generic Semi-Supervised Deep Learning-Based Approach for Automated Surface Inspection. IEEE Access 8 (2020)
Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble. CoRR (2020)
Jiehang Zeng, Lu Liu, Xiaoqing Zheng
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework. CoRR (2020)
Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. EMNLP (Findings) (2020)
Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang
Generating Responses with a Specific Emotion in Dialog. ACL (1) (2019)
Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
Chinese Named Entity Recognition Augmented with Lexicon Memory. CoRR (2019)
Wenxing Hong, Weiwei Wang, Yang Weng, Sishu Luo, Pingbo Hu, Xiaoqing Zheng, Jianwei Qi
Stock Price movements Prediction with Textual Information. Mechatron. Syst. Control. 46 (3) (2018)
Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng
Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing. AAAI (2018)
Jiangtao Feng, Xiaoqing Zheng
Geometric Relationship between Word and Context Representations. AAAI (2018)
Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng
RNN-Based Sequence-Preserved Attention for Dependency Parsing. AAAI (2018)
Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang
Learning Context-Specific Word/Character Embeddings. AAAI (2017)
Weizheng Zhang, Xiaoqing Zheng, Rijie Yang, Jianhui Han
Research on identification technology of ship radiated noise and marine biological noise. ICSPCC (2017)
Xiaoqing Zheng
Incremental Graph-based Neural Dependency Parsing. EMNLP (2017)
Song Zheng, Xiaoqing Zheng, Chunlin Wang
The optimization of beer recipe based on an improved ant colony optimization. SNPD (2016)
Xiaoqing Zheng, Jiangtao Feng, Mengxiao Lin, Wenqiang Zhang
Context-Specific and Multi-Prototype Character Representations. IJCAI (2016)
Xiaoqing Zheng, Haoyuan Peng, Yi Chen, Pengjing Zhang, Wenqiang Zhang
Character-Based Parsing with Convolutional Neural Network. IJCAI (2015)
Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang, Ziyuan Wang
A Deep Neural Network for Modeling Music. ICMR (2015)
Xiaoqing Zheng, Hanyang Chen, Tianyu Xu
Deep Learning for Chinese Word Segmentation and POS Tagging. EMNLP (2013)
Xiaoqing Zheng, Stuart E. Madnick, Xitong Li
SPARQL Query Mediation over RDF Data Sources with Disparate Contexts. LDOW (2012)
Xu Wang, Xiaoqing Zheng, Jianxin He, Xuehua Li
Using fuzzy logic to discriminate convective and statiform precipitation in Doppler weather radar. FSKD (2012)
Xiaoqing Zheng, Yiling Gu, Yinsheng Li
Data extraction from web pages based on structural-semantic entropy. WWW (Companion Volume) (2012)
Xiaoqing Zheng
Combining description logics and Horn rules with uncertainty in ARTIGENCE. Knowl. Based Syst. 24 (5) (2011)
Yinsheng Li, Han Chen, Xiaoqing Zheng, Chen-Fang Tsai, Jen-Hsiang Chen, Nazaraf Shah
A service-oriented travel portal and engineering platform. Expert Syst. Appl. 38 (2) (2011)
Xiaoqing Zheng, Hongjun Zhang, Feng Zhou
Decision Under Insufficient Evidence: A Scalable Probabilistic Way. SKG (2010)
Huajun Chen, Yuxin Mao, Xiaoqing Zheng, Meng Cui, Yi Feng, ShuiGuang Deng, Aining Yin, Chunying Zhou, Jingming Tang, Xiaohong Jiang, Zhaohui Wu
Towards Semantic e-Science for Traditional Chinese Medicine. BMC Bioinform. 8 (S-3) (2007)
Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
A Reputation-Chain Trust Model for the Semantic Web. AINA (2) (2006)
Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
Concept Map Model for Web Ontology Exploration. APWeb (2006)
Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
Develop a Computational Trust Prototype for the Semantic Web. ICDE Workshops (2006)
Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yu Zhang
A Computational Trust Model for Semantic Web Based on Bayesian Decision Theory. APWeb (2006)
Xiaoqing Zheng, Zhaohui Wu, Huajun Chen, Yuxin Mao
Developing a composite trust model for multi-agent systems. AAMAS (2006)
Xiaoqing Zheng, Zhaohui Wu, Huajun Chen, Yuxin Mao
A Scalable Probabilistic Approach to Trust Evaluation. iTrust (2006)
Xiaoqing Zheng, Zhaohui Wu, Huajun Chen
Knowledge Fusion in Semantic Grid. GCC (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoqing Zheng