Xiaoqing Zheng

160 papers A* 22A 1B 3C 3Journal 92Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A unified open-world semi-supervised learning framework for industrial defect detection via contrastive embedding and dynamic attention. Eng. Appl. Artif. Intell. Xiaoqing Zheng, Lixiang Zhou, Anke Xue, Shuo Zhang, Zhangping Chen, Yaguang Kong
2026	J	`jnl`	BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation. CoRR Jingwen Xu, Yiyang Lu, Zisu Huang, Changze Lv, Xiaohua Wang, Shizheng Li, Zhibo Xu, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	Benchmark^2: Systematic Evaluation of LLM Benchmarks. CoRR Qi Qian, Chengsong Huang, Jingwen Xu, Changze Lv, Muling Wu, Wenhao Liu, Xiaogang Wang, Zhenghua Wang, Zisu Huang, Muzhao Tian, Jianhan Xu, Kun Hu, He-Da Wang, Yao Hu, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	CSSG: Measuring Code Similarity with Semantic Graphs. CoRR Yiyang Lu, Jingwen Xu, Changze Lv, Zisu Huang, Zhengkang Guo, Zhengyuan Wang, Muzhao Tian, Xuanjing Huang, Xiaoqing Zheng
2026	J	`jnl`	Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction. CoRR Muzhao Tian, Zisu Huang, Xiaohua Wang, Jingwen Xu, Zhengkang Guo, Qi Qian, Yuanzhe Shen, Kaitao Song, Jiakang Yuan, Changze Lv, Xiaoqing Zheng
2026	A*	`conf`	Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling. AAAI Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2026	J	`jnl`	Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation. CoRR Changze Lv, Jie Zhou, Wentao Zhao, Jingwen Xu, Zisu Huang, Muzhao Tian, Shihan Dou, Tao Gui, Le Tian, Xiao Zhou, Xiaoqing Zheng, Xuanjing Huang, Jie Zhou
2026	J	`jnl`	Parallel Training in Spiking Neural Networks. CoRR Yanbin Huang, Man Yao, Yuqi Pan, Changze Lv, Siyuan Xu, Xiaoqing Zheng, Bo Xu, Guoqi Li
2026	J	`jnl`	SpikeBERT: A language spikformer learned from BERT with knowledge distillation. Neural Networks Changze Lv, Tianlong Li, Weiming Qiao, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang
2026	J	`jnl`	TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization. CoRR Peiji Li, Linyang Li, Handa Sun, Wenjin Mai, Yongkang Chen, Xiaozhe Li, Yue Shen, Yichuan Ma, Yiliu Sun, Jiaxi Cao, Zhishu He, Bo Wang, Xiaoqing Zheng, Zhaori Bi, Xipeng Qiu, Qipeng Guo, Kai Chen, Dahua Lin
2026	J	`jnl`	VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck. CoRR Feiran Zhang, Yixin Wu, Zhenghua Wang, Xiaohua Wang, Changze Lv, Xuanjing Huang, Xiaoqing Zheng
2025	J	`jnl`	AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model. CoRR Changze Lv, Jiang Zhou, Siyu Long, Lihao Wang, Jiangtao Feng, Dongyu Xue, Yu Pei, Hao Wang, Zherui Zhang, Yuchen Cai, Zhiqiang Gao, Ziyuan Ma, Jiakai Hu, Chaochen Gao, Jingjing Gong, Yuxuan Song, Shuyi Zhang, Xiaoqing Zheng, Deyi Xiong, Lei Bai, Wanli Ouyang, Ya-Qin Zhang, Wei-Ying Ma, Bowen Zhou, Hao Zhou
2025	—	`conf`	Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation. ACL (1) Haozhe Xu, Xiaohua Wang, Changze Lv, Xiaoqing Zheng
2025	J	`jnl`	Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation. CoRR Haozhe Xu, Xiaohua Wang, Changze Lv, Xiaoqing Zheng
2025	J	`jnl`	Biologically Plausible Learning via Bidirectional Spike-Based Distillation. CoRR Changze Lv, Yifei Wang, Yanxun Zhang, Yiyang Lu, Jingwen Xu, Di Yu, Xin Du, Xuanjing Huang, Xiaoqing Zheng
2025	J	`jnl`	Chain-of-Model Learning for Language Model. CoRR Kaitao Song, Xiaohua Wang, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, Cen Lu, Zihao Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu
2025	A*	`conf`	Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks. IJCAI Di Yu, Changze Lv, Xin Du, Linshan Jiang, Qing Yin, Wentao Tong, Xiaoqing Zheng, Shuiguang Deng
2025	A*	`conf`	Dendritic Localized Learning: Toward Biologically Plausible Algorithm. ICML Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Dendritic Localized Learning: Toward Biologically Plausible Algorithm. CoRR Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Design and Implementation of a Reduced-Space SQP Solver with Column Reordering for Large-Scale Process Optimization. Algorithms Chuanlei Zhao, Ao liu, Aipeng Jiang, Xiaoqing Zheng, Haokun Wang, Rui Zhao
2025	A*	`conf`	ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks. IJCAI Di Yu, Changze Lv, Xin Du, Linshan Jiang, Wentao Tong, Zhenyu Liao, Xiaoqing Zheng, Shuiguang Deng
2025	J	`jnl`	ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks. CoRR Di Yu, Changze Lv, Xin Du, Linshan Jiang, Wentao Tong, Zhenyu Liao, Xiaoqing Zheng, Shuiguang Deng
2025	J	`jnl`	Edge Intelligence with Spiking Neural Networks. CoRR Shuiguang Deng, Di Yu, Changze Lv, Xin Du, Linshan Jiang, Xiaofan Zhao, Wentao Tong, Xiaoqing Zheng, Weijia Fang, Peng Zhao, Gang Pan, Schahram Dustdar, Albert Y. Zomaya
2025	—	`conf`	Enhancing Model Privacy in Federated Learning with Random Masking and Quantization. EMNLP (Findings) Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zhenghua Wang, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Enhancing Model Privacy in Federated Learning with Random Masking and Quantization. CoRR Zhibo Xu, Jianhao Zhu, Jingwen Xu, Changze Lv, Zisu Huang, Xiaohua Wang, Muling Wu, Qi Qian, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Explainable Synthetic Image Detection through Diffusion Timestep Ensembling. CoRR Yixin Wu, Feiran Zhang, Tianyuan Shi, Ruicheng Yin, Zhenghua Wang, Zhenliang Gan, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	FastMCTS: A Simple Sampling Strategy for Data Synthesis. ACL (1) Peiji Li, Kai Lv, Yunfan Shao, Yichuan Ma, Linyang Li, Xiaoqing Zheng, Xipeng Qiu, Qipeng Guo
2025	J	`jnl`	FastMCTS: A Simple Sampling Strategy for Data Synthesis. CoRR Peiji Li, Kai Lv, Yunfan Shao, Yichuan Ma, Linyang Li, Xiaoqing Zheng, Xipeng Qiu, Qipeng Guo
2025	—	`conf`	Improving Continual Pre-training Through Seamless Data Packing. ACL (Findings) Ruicheng Yin, Xuan Gao, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Improving Continual Pre-training Through Seamless Data Packing. CoRR Ruicheng Yin, Xuan Gao, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement. CoRR Yuanzhe Shen, Zisu Huang, Zhengkang Guo, Yide Liu, Guanxu Chen, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling. CoRR Zhenghua Wang, Yiran Ding, Changze Lv, Zhibo Xu, Tianlong Li, Tianyuan Shi, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	MW-FixMatch: A class imbalance semi-supervised learning algorithm based on re-weighting. Neurocomputing Xiaoqing Zheng, Weijie Hong, Dengde Chen, Anke Xue, Yaguang Kong
2025	J	`jnl`	Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning. CoRR Muling Wu, Qi Qian, Wenhao Liu, Xiaohua Wang, Zisu Huang, Di Liang, Li Miao, Shihan Dou, Changze Lv, Zhenghua Wang, Zhibo Xu, Lina Chen, Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data. CoRR Wenhao Liu, Zhengkang Guo, Mingchen Xie, Jingwen Xu, Zisu Huang, Muzhao Tian, Jianhan Xu, Muling Wu, Xiaohua Wang, Changze Lv, He-Da Wang, Hu Yao, Xiaoqing Zheng, Xuanjing Huang
2025	B	`conf`	Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective. COLING Tianlong Li, Zhenghua Wang, Wenhao Liu, Muling Wu, Shihan Dou, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2025	A*	`conf`	SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading. EMNLP Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading. CoRR Yuanzhe Shen, Yide Liu, Zisu Huang, Ruicheng Yin, Xiaoqing Zheng, Xuanjing Huang
2025	B	`conf`	SpikeBERT: A Language Understanding Spiking Neural Network Learned from BERT with Knowledge Distillation. CogSci Changze Lv, Tianlong Li, Xiaohua Wang, Muling Wu, Wenhao Liu, Shihan Dou, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	SpikeCLIP: A contrastive language-image pretrained spiking neural network. Neural Networks Changze Lv, Tianlong Li, Wenhao Liu, Yufei Gu, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	SpikeSTAG: Spatial-Temporal Forecasting via GNN-SNN Collaboration. CoRR Bang Hu, Changze Lv, Mingjie Li, Yunpeng Liu, Xiaoqing Zheng, Fengzhe Zhang, Wei Cao, Fan Zhang
2025	—	`conf`	Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. ACL (Findings) Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang
2025	J	`jnl`	Toward Relative Positional Encoding in Spiking Transformers. CoRR Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2025	—	`conf`	TripTailor: A Real-World Benchmark for Personalized Travel Planning. ACL (Findings) Kaimin Wang, Yuanzhe Shen, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	J	`jnl`	TripTailor: A Real-World Benchmark for Personalized Travel Planning. CoRR Yuanzhe Shen, Kaimin Wang, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
2025	—	`conf`	UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation. EMNLP (Findings) Tianlong Li, Wenhao Liu, Muling Wu, Shihan Dou, Zhenghua Wang, Changze Lv, Xiaohua Wang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	A feature space class balancing strategy-based fault classification method in solar photovoltaic modules. Eng. Appl. Artif. Intell. Shizhen Wu, Yaguang Kong, Ruidong Xu, Yunfei Guo, Zhangping Chen, Xiaoqing Zheng
2024	—	`conf`	Advancing Parameter Efficiency in Fine-tuning via Representation Editing. ACL (1) Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Advancing Parameter Efficiency in Fine-tuning via Representation Editing. CoRR Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	A*	`conf`	Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. NeurIPS Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators. CoRR Changze Lv, Dongqi Han, Yansen Wang, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	—	`conf`	Aligning Large Language Models with Human Preferences through Representation Engineering. ACL (1) Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Crowd Counting Based on Multiscale Spatial Guided Perception Aggregation Network. IEEE Trans. Neural Networks Learn. Syst. Zhangping Chen, Shuo Zhang, Xiaoqing Zheng, Xiaodong Zhao, Yaguang Kong
2024	J	`jnl`	Decoding Continuous Character-based Language from Non-invasive Brain Recordings. CoRR Cenyuan Zhang, Xiaoqing Zheng, Ruicheng Yin, Shujie Geng, Jianhan Xu, Xuan Gao, Changze Lv, Zixuan Ling, Xuanjing Huang, Miao Cao, Jianfeng Feng
2024	A*	`conf`	Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images. ACM Multimedia Wenlin Li, Yucheng Xu, Xiaoqing Zheng, Suoya Han, Jun Wang, Xiaobo Sun
2024	J	`jnl`	Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images. CoRR Wenlin Li, Yucheng Xu, Xiaoqing Zheng, Suoya Han, Jun Wang, Xiaobo Sun
2024	A*	`conf`	Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. ICML Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Efficient and Effective Time-Series Forecasting with Spiking Neural Networks. CoRR Changze Lv, Yansen Wang, Dongqi Han, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li
2024	J	`jnl`	Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement. CoRR Zisu Huang, Xiaohua Wang, Feiran Zhang, Zhibo Xu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Few-Shot Fault Diagnosis Based on an Attention-Weighted Relation Network. Entropy Li Xue, Aipeng Jiang, Xiaoqing Zheng, Yanying Qi, Lingyu He, Yan Wang
2024	J	`jnl`	Multi-Head Self-Attention-Based Fully Convolutional Network for RUL Prediction of Turbofan Engines. Algorithms Zhaofeng Liu, Xiaoqing Zheng, Anke Xue, Ming Ge, Aipeng Jiang
2024	J	`jnl`	Open the Pandora's Box of LLMs: Jailbreaking LLMs through Representation Engineering. CoRR Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2024	—	`conf`	Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. EMNLP (Findings) Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	J	`jnl`	Promoting Data and Model Privacy in Federated Learning through Quantized LoRA. CoRR Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024	A*	`conf`	Searching for Best Practices in Retrieval-Augmented Generation. EMNLP 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
2024	J	`jnl`	Searching for Best Practices in Retrieval-Augmented Generation. CoRR 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
2024	J	`jnl`	Spiking Convolutional Neural Networks for Text Classification. CoRR Changze Lv, Jianhan Xu, Xiaoqing Zheng
2024	J	`jnl`	Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. CoRR Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang
2024	J	`jnl`	Towards Biologically Plausible Computing: A Comprehensive Comparison. CoRR 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
2024	A*	`conf`	Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. ICLR Yufei Gu, Xiaoqing Zheng, Tomaso Aste
2024	J	`jnl`	Zero-Shot Compound Fault Diagnosis Method Using Semantic Construction and Embedding. IEEE Trans. Instrum. Meas. Honghuan Chen, Jian Hong, Cong Cheng, Yaguang Kong, Xiaoqing Zheng
2023	J	`jnl`	Aligning Large Language Models with Human Preferences through Representation Engineering. CoRR Wenhao Liu, Xiaohua Wang, Muling Wu, Tianlong Li, Changze Lv, Zixuan Ling, Jianhao Zhu, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	Building Conventional "Experts" With a Dialogue Logic Programming Language. IEEE ACM Trans. Audio Speech Lang. Process. Xiaoqing Zheng
2023	J	`jnl`	Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. Comput. Linguistics Jiehang Zeng, Jianhan Xu, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	Chinese Named Entity Recognition Augmented with Lexicon Memory. J. Comput. Sci. Technol. Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	Enhancing Unsupervised Semantic Parsing with Distributed Contextual Representations. ACL (Findings) Zixuan Ling, Xiaoqing Zheng, Jianhan Xu, Jinshu Lin, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2023	J	`jnl`	Few-shot intelligent fault diagnosis based on an improved meta-relation network. Appl. Intell. Xiaoqing Zheng, Changyuan Yue, Jiang Wei, Anke Xue, Ming Ge, Yaguang Kong
2023	A*	`conf`	Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation. EMNLP Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023	—	`conf`	Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge. ACL (Findings) Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue
2023	J	`jnl`	Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge. CoRR Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang, Weifeng Ge, Xiaoqing Zheng, Xiangyang Xue
2023	—	`conf`	Measure Children's Mindreading Ability with Machine Reading. EMNLP (Findings) Yuliang Yan, Xiaohua Wang, Xiang Zhou, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	On challenges of AI to cognitive security and safety. Secur. Saf. Ruiyang Huang, Xiaoqing Zheng, Yuting Shang, Xiangyang Xue
2023	—	`conf`	Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. EMNLP (Findings) Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	Research on efficient and accurate computing strategies for complex optimal control problems. Int. J. Control Aipeng Jiang, Qiuyun Huang, Yun Chen, Yudong Xia, Xiaoqing Zheng, Qiang Ding
2023	J	`jnl`	SpikeBERT: A Language Spikformer Trained with Two-Stage Knowledge Distillation from BERT. CoRR Changze Lv, Tianlong Li, Jianhan Xu, Chenxi Gu, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network. CoRR Tianlong Li, Wenhao Liu, Changze Lv, Jianhan Xu, Cenyuan Zhang, Muling Wu, Xiaoqing Zheng, Xuanjing Huang
2023	A*	`conf`	Spiking Convolutional Neural Networks for Text Classification. ICLR Changze Lv, Jianhan Xu, Xiaoqing Zheng
2023	—	`conf`	Spinal Nerve Segmentation Method and Dataset Construction in Endoscopic Surgical Scenarios. MICCAI (9) Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng
2023	J	`jnl`	Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios. CoRR Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng
2023	—	`conf`	TableVLM: Multi-modal Pre-training for Table Structure Recognition. ACL (1) Leiyuan Chen, Chengsong Huang, Xiaoqing Zheng, Jinshu Lin, Xuanjing Huang
2023	J	`jnl`	Tailoring Personality Traits in Large Language Models via Unsupervisedly-Built Personalized Lexicons. CoRR Tianlong Li, Xiaoqing Zheng, Xuanjing Huang
2023	J	`jnl`	Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space. CoRR Yufei Gu, Xiaoqing Zheng, Tomaso Aste
2023	J	`jnl`	Unsupervised Word Segmentation with Bi-directional Neural Language Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. Lihao Wang, Xiaoqing Zheng
2023	—	`conf`	Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation. EMNLP (Findings) Chenxi Gu, Xiaoqing Zheng, Jianhan Xu, Muling Wu, Cenyuan Zhang, Chengsong Huang, Hua Cai, Xuanjing Huang
2022	J	`jnl`	An Approach for Time Synchronization of Wireless Accelerometer Sensors Using Frequency-Squeezing-Based Operational Modal Analysis. Sensors Yi Chen, Xiaoqing Zheng, Yaozhi Luo, Yanbin Shen, Yu Xue, Wenwei Fu
2022	J	`jnl`	Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings. Knowl. Inf. Syst. Yusi Qi, Xiaoqing Zheng, Xuanjing Huang
2022	—	`conf`	Improving the Adversarial Robustness of NLP Models by Information Bottleneck. ACL (Findings) Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
2022	J	`jnl`	Improving the Adversarial Robustness of NLP Models by Information Bottleneck. CoRR Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
2022	J	`jnl`	Learning structured embeddings of knowledge graphs with generative adversarial framework. Expert Syst. Appl. Lu Liu, Jiehang Zeng, Xiaoqing Zheng
2022	A*	`conf`	Regularized Molecular Conformation Fields. NeurIPS Lihao Wang, Yi Zhou, Yiqun Wang, Xiaoqing Zheng, Xuanjing Huang, Hao Zhou
2022	—	`conf`	Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples. ACL (Findings) Jianhan Xu, Cenyuan Zhang, Xiaoqing Zheng, Linyang Li, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2022	J	`jnl`	Uncertainty-Aware Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. Jiacheng Ye, Xiang Zhou, Xiaoqing Zheng, Tao Gui, Qi Zhang
2022	J	`jnl`	Watermarking Pre-trained Language Models with Backdooring. CoRR Chenxi Gu, Chengsong Huang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
2022	—	`conf`	Weight Perturbation as Defense against Adversarial Word Substitutions. EMNLP (Findings) Jianhan Xu, Linyang Li, Jiping Zhang, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh, Xuanjing Huang
2021	J	`jnl`	A deep learning-based approach for the automated surface inspection of copper clad laminate images. Appl. Intell. Xiaoqing Zheng, Jie Chen, Hongcheng Wang, Song Zheng, Yaguang Kong
2021	J	`jnl`	Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks. CoRR Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Certified Robustness to Text Adversarial Attacks by Randomized [MASK]. CoRR Jiehang Zeng, Xiaoqing Zheng, Jianhan Xu, Linyang Li, Liping Yuan, Xuanjing Huang
2021	—	`conf`	Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble. ACL/IJCNLP (1) Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2021	—	`conf`	Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. ACL/IJCNLP (2) Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. CoRR Chong Li, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Generating Responses With a Given Syntactic Pattern in Chinese Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2021	J	`jnl`	Jointly learning bilingual word embeddings and alignments. Mach. Transl. Zhenqiao Song, Xiaoqing Zheng, Xuanjing Huang
2021	—	`conf`	On the Transferability of Adversarial Attacks against Neural Text Classifier. EMNLP (1) Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang
2021	—	`conf`	Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. EMNLP (1) Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
2021	J	`jnl`	Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. CoRR Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
2021	J	`jnl`	SparseGAN: Sparse Generative Adversarial Network for Text Generation. CoRR Liping Yuan, Jiehang Zeng, Xiaoqing Zheng
2021	—	`conf`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. ACL (demo) 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
2021	J	`jnl`	TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing. CoRR 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, Xingwu 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
2021	J	`jnl`	Unsupervised Word Segmentation with Bi-directional Neural Language Model. CoRR Lihao Wang, Zongyi Li, Xiaoqing Zheng
2020	J	`jnl`	A Generic Semi-Supervised Deep Learning-Based Approach for Automated Surface Inspection. IEEE Access Xiaoqing Zheng, Hongcheng Wang, Jie Chen, Yaguang Kong, Song Zheng
2020	—	`conf`	Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. EMNLP (Findings) Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang
2020	J	`jnl`	Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble. CoRR Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2020	A*	`conf`	Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples. ACL Xiaoqing Zheng, Jiehang Zeng, Yi Zhou, Cho-Jui Hsieh, Minhao Cheng, Xuanjing Huang
2020	J	`jnl`	Generating universal language adversarial examples by understanding and enhancing the transferability across neural models. CoRR Liping Yuan, Xiaoqing Zheng, Yi Zhou, Cho-Jui Hsieh, Kai-Wei Chang, Xuanjing Huang
2020	J	`jnl`	Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference. CoRR Lu Liu, Zhenqiao Song, Xiaoqing Zheng
2020	—	`conf`	Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples. EMNLP (1) Lihao Wang, Xiaoqing Zheng
2020	J	`jnl`	Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework. CoRR Jiehang Zeng, Lu Liu, Xiaoqing Zheng
2020	J	`jnl`	Operation Cost Optimization on an Ultralow Emission System Based on Improved Collaborative Optimization. IEEE Access Song Zheng, Kafei Tang, Shuai Chen, Xiaoqing Zheng
2020	J	`jnl`	Unsupervised Summarization by Jointly Extracting Sentences and Keywords. CoRR Zongyi Li, Xiaoqing Zheng
2019	J	`jnl`	Chinese Named Entity Recognition Augmented with Lexicon Memory. CoRR Yi Zhou, Xiaoqing Zheng, Xuanjing Huang
2019	—	`conf`	Generating Responses with a Specific Emotion in Dialog. ACL (1) Zhenqiao Song, Xiaoqing Zheng, Lu Liu, Mu Xu, Xuanjing Huang
2018	A*	`conf`	Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing. AAAI Haoyuan Peng, Lu Liu, Yi Zhou, Junying Zhou, Xiaoqing Zheng
2018	A*	`conf`	Geometric Relationship between Word and Context Representations. AAAI Jiangtao Feng, Xiaoqing Zheng
2018	A*	`conf`	RNN-Based Sequence-Preserved Attention for Dependency Parsing. AAAI Yi Zhou, Junying Zhou, Lu Liu, Jiangtao Feng, Haoyuan Peng, Xiaoqing Zheng
2018	J	`jnl`	Stock Price movements Prediction with Textual Information. Mechatron. Syst. Control. Wenxing Hong, Weiwei Wang, Yang Weng, Sishu Luo, Pingbo Hu, Xiaoqing Zheng, Jianwei Qi
2017	A*	`conf`	Incremental Graph-based Neural Dependency Parsing. EMNLP Xiaoqing Zheng
2017	A*	`conf`	Learning Context-Specific Word/Character Embeddings. AAAI Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang
2017	—	`conf`	Research on identification technology of ship radiated noise and marine biological noise. ICSPCC Weizheng Zhang, Xiaoqing Zheng, Rijie Yang, Jianhui Han
2016	A*	`conf`	Context-Specific and Multi-Prototype Character Representations. IJCAI Xiaoqing Zheng, Jiangtao Feng, Mengxiao Lin, Wenqiang Zhang
2016	C	`conf`	The optimization of beer recipe based on an improved ant colony optimization. SNPD Song Zheng, Xiaoqing Zheng, Chunlin Wang
2015	B	`conf`	A Deep Neural Network for Modeling Music. ICMR Pengjing Zhang, Xiaoqing Zheng, Wenqiang Zhang, Siyan Li, Sheng Qian, Wenqi He, Shangtong Zhang, Ziyuan Wang
2015	A*	`conf`	Character-Based Parsing with Convolutional Neural Network. IJCAI Xiaoqing Zheng, Haoyuan Peng, Yi Chen, Pengjing Zhang, Wenqiang Zhang
2013	A*	`conf`	Deep Learning for Chinese Word Segmentation and POS Tagging. EMNLP Xiaoqing Zheng, Hanyang Chen, Tianyu Xu
2012	—	`conf`	Data extraction from web pages based on structural-semantic entropy. WWW (Companion Volume) Xiaoqing Zheng, Yiling Gu, Yinsheng Li
2012	—	`conf`	SPARQL Query Mediation over RDF Data Sources with Disparate Contexts. LDOW Xiaoqing Zheng, Stuart E. Madnick, Xitong Li
2012	—	`conf`	Using fuzzy logic to discriminate convective and statiform precipitation in Doppler weather radar. FSKD Xu Wang, Xiaoqing Zheng, Jianxin He, Xuehua Li
2011	J	`jnl`	A service-oriented travel portal and engineering platform. Expert Syst. Appl. Yinsheng Li, Han Chen, Xiaoqing Zheng, Chen-Fang Tsai, Jen-Hsiang Chen, Nazaraf Shah
2011	J	`jnl`	Combining description logics and Horn rules with uncertainty in ARTIGENCE. Knowl. Based Syst. Xiaoqing Zheng
2010	—	`conf`	Decision Under Insufficient Evidence: A Scalable Probabilistic Way. SKG Xiaoqing Zheng, Hongjun Zhang, Feng Zhou
2007	J	`jnl`	Towards Semantic e-Science for Traditional Chinese Medicine. BMC Bioinform. Huajun Chen, Yuxin Mao, Xiaoqing Zheng, Meng Cui, Yi Feng, Shuiguang Deng, Aining Yin, Chunying Zhou, Jingming Tang, Xiaohong Jiang, Zhaohui Wu
2006	C	`conf`	A Computational Trust Model for Semantic Web Based on Bayesian Decision Theory. APWeb Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yu Zhang
2006	—	`conf`	A Reputation-Chain Trust Model for the Semantic Web. AINA (2) Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2006	—	`conf`	A Scalable Probabilistic Approach to Trust Evaluation. iTrust Xiaoqing Zheng, Zhaohui Wu, Huajun Chen, Yuxin Mao
2006	C	`conf`	Concept Map Model for Web Ontology Exploration. APWeb Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
2006	—	`conf`	Develop a Computational Trust Prototype for the Semantic Web. ICDE Workshops Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2006	A	`conf`	Developing a composite trust model for multi-agent systems. AAMAS Xiaoqing Zheng, Zhaohui Wu, Huajun Chen, Yuxin Mao
2006	J	`jnl`	Dynamic Query Optimization Approach for Semantic Database Grid. J. Comput. Sci. Technol. Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yuxin Mao
2006	—	`conf`	Knowledge Fusion in Semantic Grid. GCC Xiaoqing Zheng, Zhaohui Wu, Huajun Chen
2005	—	`conf`	An Interactive Visual Model for Web Ontologies. KES (2) Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
2005	—	`conf`	Query Optimization in Database Grid. GCC Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yuxin Mao