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Xiaoqing Zheng

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

61

Venues

15

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

61 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIExplainable Synthetic Image Detection Through Diffusion Timestep Ensembling.Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2026ACLControllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction.Zisu Huang, Muzhao Tian, Xiaohua Wang, Jingwen Xu, Zhengkang Guo, Qi Qian, Kaitao Song, Jiakang Yuan, Changze Lv, Xiaoqing Zheng
2026ACLMitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling.Zhenghua Wang, Yiran Ding, Changze Lv, Yixin Wu, Tianlong Li, Zhibo Xu, Muling Wu, Tianyuan Shi, Shizheng Li, Qi Qian, Xuanjing Huang, Xiaoqing Zheng
2026ACLMitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation.Zhenghua Wang, Yixin Wu, Feiran Zhang, Qi Qian, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
2026ACLVIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck.Feiran Zhang, Yixin Wu, Zhenghua Wang, Xiaohua Wang, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
2025ACLFastMCTS: A Simple Sampling Strategy for Data Synthesis.Peiji Li, Kai Lv, Yunfan Shao, Yichuan Ma, Linyang Li, Xiaoqing Zheng, Xipeng Qiu, Qipeng Guo
2025ACLTell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing.Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang
2025ACLTripTailor: A Real-World Benchmark for Personalized Travel Planning.Kaimin Wang, Yuanzhe Shen, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025ACLBeyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation.Haozhe Xu, Xiaohua Wang, Changze Lv, Xiaoqing Zheng
2025ACLImproving Continual Pre-training Through Seamless Data Packing.Ruicheng Yin, Xuan Gao, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025CogSciSpikeBERT: A Language Understanding Spiking Neural Network Learned from BERT with Knowledge Distillation.Changze Lv, Tianlong Li, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang
2025COLINGRevisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective.Tianlong Li, Zhenghua Wang, Wenhao Liu, Muling Wu, Shihan Dou, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025EMNLPUPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation.Tianlong Li, Wenhao Liu, Muling Wu, Shihan Dou, Zhenghua Wang, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025EMNLPSATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading.Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025EMNLPEnhancing Model Privacy in Federated Learning with Random Masking and Quantization.Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zhenghua Wang, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang
2025ICMLDendritic Localized Learning: Toward Biologically Plausible Algorithm.Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
2025IJCAIECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks.Di Yu, Changze Lv, Xin Du, Linshan Jiang, Wentao Tong, Zhenyu Liao, Xiaoqing Zheng, Shuiguang Deng
2025IJCAICost-Effective On-Device Sequential Recommendation with Spiking Neural Networks.Di Yu, Changze Lv, Xin Du, Linshan Jiang, Qing Yin, Wentao Tong, Xiaoqing Zheng, Shuiguang Deng
2024ACLAligning Large Language Models with Human Preferences through Representation Engineering.Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024ACLAdvancing Parameter Efficiency in Fine-tuning via Representation Editing.Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024EMNLPSearching for Best Practices in Retrieval-Augmented Generation.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
2024EMNLPPromoting Data and Model Privacy in Federated Learning through Quantized LoRA.Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024ICLRUnraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space.Yufei Gu, Xiaoqing Zheng, Tomaso Aste
2024ICMLEfficient and Effective Time-Series Forecasting with Spiking Neural Networks.Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2023ACLImproving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge.Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue
2023ACLTableVLM: Multi-modal Pre-training for Table Structure Recognition.Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang
2023ACLEnhancing Unsupervised Semantic Parsing with Distributed Contextual Representations.Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2023EMNLPWatermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation.Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
2023EMNLPHallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation.Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023EMNLPParameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts.Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023EMNLPMeasure Children's Mindreading Ability with Machine Reading.Yuliang Yan, Xiaohua Wang, Xiang Zhou, Xiaoqing Zheng, Xuanjing Huang
2023ICLRSpiking Convolutional Neural Networks for Text Classification.Changze Lv, Jianhan Xu, Xiaoqing Zheng
2023MICCAISpinal Nerve Segmentation Method and Dataset Construction in Endoscopic Surgical Scenarios.Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng
2022ACLTowards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples.Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2022ACLImproving the Adversarial Robustness of NLP Models by Information Bottleneck.Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
2022EMNLPWeight Perturbation as Defense against Adversarial Word Substitutions.Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2021ACLExploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models.Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2021ACLTextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing.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
2021ACLDefense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble.Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2021EMNLPSearching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution.Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
2021EMNLPOn the Transferability of Adversarial Attacks against Neural Text Classifier.Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang
2020ACLEvaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples.Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang
2020EMNLPCross-Lingual Dependency Parsing by POS-Guided Word Reordering.Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang
2020EMNLPImproving Grammatical Error Correction Models with Purpose-Built Adversarial Examples.Lihao Wang, Xiaoqing Zheng
2019ACLGenerating Responses with a Specific Emotion in Dialog.Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang
2018AAAIGeometric Relationship between Word and Context Representations.Jiangtao Feng, Xiaoqing Zheng
2018AAAIAttention-based Belief or Disbelief Feature Extraction for Dependency Parsing.Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng
2018AAAIRNN-Based Sequence-Preserved Attention for Dependency Parsing.Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng
2017AAAILearning Context-Specific Word/Character Embeddings.Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang
2017EMNLPIncremental Graph-based Neural Dependency Parsing.Xiaoqing Zheng
2016IJCAIContext-Specific and Multi-Prototype Character Representations.Xiaoqing Zheng, Jiangtao Feng, Mengxiao Lin, Wenqiang Zhang
2016SNPDThe optimization of beer recipe based on an improved ant colony optimization.Song Zheng, Xiaoqing Zheng, Chunlin Wang
2015IJCAICharacter-Based Parsing with Convolutional Neural Network.Xiaoqing Zheng, Haoyuan Peng, Yi Chen, Pengjing Zhang, Wenqiang Zhang
2013EMNLPDeep Learning for Chinese Word Segmentation and POS Tagging.Xiaoqing Zheng, Hanyang Chen, Tianyu Xu
2012WWWData extraction from web pages based on structural-semantic entropy.Xiaoqing Zheng, Yiling Gu, Yinsheng Li
2012WWWSPARQL Query Mediation over RDF Data Sources with Disparate Contexts.Xiaoqing Zheng, Stuart E. Madnick, Xitong Li
2006AINAA Reputation-Chain Trust Model for the Semantic Web.Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2006APWEBConcept Map Model for Web Ontology Exploration.Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
2006APWEBA Computational Trust Model for Semantic Web Based on Bayesian Decision Theory.Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yu Zhang
2006ICDEDevelop a Computational Trust Prototype for the Semantic Web.Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2005KESAn Interactive Visual Model for Web Ontologies.Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng