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Deyu Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

85

Venues

17

Active years

2006–2026

Best venue rank

A*

Where they publish

Papers

85 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLFrom Script to Stage: Automating Experimental Design for Social Simulations with LLMs.Yuwei Guo, Zihan Zhao, Xiaowei Liu, Xiangning Yu, Qun Ma, Deyu Zhou, Xiao Xue
2026ACLWhen KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges.Sichu Liang, Zhenglin Wang, Jiajia Chu, Pengfei Xia, Hui Zang, Deyu Zhou
2026ACLBeyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation.Yeqing Teng, Jiasheng Si, Shuxia Lin, Linhai Zhang, Weiyu Zhang, Wenpeng Lu, Deyu Zhou, Xiaoming Wu
2026ACLLet the Comments Speak: A Multi-Agent Framework based on Large Language Model for Comment-Guided Code Refactoring.Zixuan Wang, Wutong Yu, Deyu Zhou
2026ACLMA²P: A Meta-Cognitive Autonomous Intelligent Agents Framework for Complex Persuasion.Dingyi Zhang, Ziqing Zhuang, Linhai Zhang, Ziyang Gao, Deyu Zhou
2026ACLBeyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning.Ziqing Zhuang, Linhai Zhang, Jiasheng Si, Deyu Zhou, Yulan He
2026DASFAAFrom Personal to Clinical: Personalisation and Depersonalisation for Explainable Depression Detection.Ziyang Gao, Linhai Zhang, Yulan He, Deyu Zhou
2026EACLBenchmarking Temporal Reasoning and Alignment Across Chinese Dynasties.Zhenglin Wang, Jialong Wu, Pengfei Li, Yong Jiang, Deyu Zhou
2025AAAICausal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment.Congzhi Zhang, Linhai Zhang, Jialong Wu, Yulan He, Deyu Zhou
2025ACLSCOPE: Optimizing Key-Value Cache Compression in Long-context Generation.Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou
2025ACLWebWalker: Benchmarking LLMs in Web Traversal.Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
2025ACLPROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation.Linhai Zhang, Jialong Wu, Deyu Zhou, Yulan He
2025ACLRehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models.Yanyue Zhang, Yulan He, Deyu Zhou
2025ACLExplainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation.Linhai Zhang, Ziyang Gao, Deyu Zhou, Yulan He
2025ACLSynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling.Xin Zhang, Qiyu Wei, Yingjie Zhu, Linhai Zhang, Deyu Zhou, Sophia Ananiadou
2025COLINGAdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment.Yilong Lai, Jialong Wu, Congzhi Zhang, Haowen Sun, Deyu Zhou
2025COLINGSEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding.Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou
2025COLINGCross-Domain Fake News Detection based on Dual-Granularity Adversarial Training.Wenjie Wei, Yanyue Zhang, Jinyan Li, Panfei Liu, Deyu Zhou
2025COLINGLASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization.Yanyue Zhang, Pengfei Li, Yilong Lai, Yulan He, Deyu Zhou
2025CVPRTaming Teacher Forcing for Masked Autoregressive Video Generation.Deyu Zhou, Quan Sun, Yuang Peng, Kun Yan, Runpei Dong, Duomin Wang, Zheng Ge, Nan Duan, Xiangyu Zhang
2025EMNLPAdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation.Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou
2025EMNLPRGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering.Sichu Liang, Linhai Zhang, Hongyu Zhu, Wenwen Wang, Yulan He, Deyu Zhou
2025EMNLPLarge Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens.Ziyang Ma, Qingyue Yuan, Zhenglin Wang, Deyu Zhou
2025EMNLPPlan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing.Xueguan Zhao, Wenpeng Lu, Chaoqun Zheng, Weiyu Zhang, Jiasheng Si, Deyu Zhou
2025ICWSA Framework for Analyzing Abnormal Emergence in Service Ecosystems Through LLM-Based Agent Intention Mining.Yifan Shen, Zihan Zhao, Xiao Xue, Yuwei Guo, Qun Ma, Deyu Zhou, Ming Zhang
2025ICWSScenario Generator Design Method for Service Ecosystem Governance Driven by LLM-Empowered Agents Simulation.Deyu Zhou, Yuqi Hou, Xiao Xue, Xudong Lu, Qingzhong Li, Lizhen Cui
2024AAAICausal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment.Congzhi Zhang, Linhai Zhang, Deyu Zhou
2024ACLDINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference.Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu
2024ACLCHECKWHY: Causal Fact Verification via Argument Structure.Jiasheng Si, Yibo Zhao, Yingjie Zhu, Haiyang Zhu, Wenpeng Lu, Deyu Zhou
2024ACLSTAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models.Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu
2024COLINGReduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework.Xiaoyu Hu, Xu Zhang, Zexu Lin, Deyu Zhou
2024COLINGTECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition.Yuanyuan Xu, Linhai Zhang, Deyu Zhou
2024COLINGOpinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods.Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He
2024EMNLPDenoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer.Jiasheng Si, Yingjie Zhu, Wenpeng Lu, Deyu Zhou
2024ICWSBeyond Traditional Metrics: The Power of Value Entropy in Multidimensional Evaluation of the Service Ecosystem.Xiangning Yu, Xiao Xue, Deyu Zhou, Li Fang, Zhiyong Feng
2023AAAIExploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning.Jiasheng Si, Yingjie Zhu, Deyu Zhou
2023ACLNeural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning.Boyu Wang, Linhai Zhang, Deyu Zhou, Yi Cao, Jiandong Ding
2023ACLG³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation.Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou
2023ACLFocusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition.Yuanyuan Xu, Zeng Yang, Linhai Zhang, Deyu Zhou, Tiandeng Wu, Rong Zhou
2023ACLDisentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization.Yanyue Zhang, Deyu Zhou
2023ACLMulti-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding.Linhai Zhang, Congzhi Zhang, Deyu Zhou
2023EMNLPSentiment Analysis on Streaming User Reviews via Dual-Channel Dynamic Graph Neural Network.Xin Zhang, Linhai Zhang, Deyu Zhou
2023EMNLPEXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification.Yingjie Zhu, Jiasheng Si, Yibo Zhao, Haiyang Zhu, Deyu Zhou, Yulan He
2023ICCVTalking Head Generation with Probabilistic Audio-to-Visual Diffusion Priors.Zhentao Yu, Zixin Yin, Deyu Zhou, Duomin Wang, Finn Wong, Baoyuan Wang
2022ACLA Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge.Tao Wang, Linhai Zhang, Chenchen Ye, Junxi Liu, Deyu Zhou
2022ACLPre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge.Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang, Yunbo Cao
2022COLINGSEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition.Zeng Yang, Linhai Zhang, Deyu Zhou
2022COLINGComplicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification.Xu Zhang, Zejie Liu, Yanzheng Xiang, Deyu Zhou
2022COLINGTemporal Knowledge Graph Completion with Approximated Gaussian Process Embedding.Linhai Zhang, Deyu Zhou
2022EMNLPCode Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach.Zejie Liu, Xiaoyu Hu, Deyu Zhou, Lin Li, Xu Zhang, Yanzheng Xiang
2021AAAIMERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces.Linhai Zhang, Deyu Zhou, Yulan He, Zeng Yang
2021AAAIA Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness.Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He
2021ACLTopic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification.Jiasheng Si, Deyu Zhou, Tongzhe Li, Xingyu Shi, Yulan He
2021ACLTopic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection.Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
2021EMNLPBeyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs.Chenchen Ye, Linhai Zhang, Yulan He, Deyu Zhou, Jie Wu
2021EMNLPA Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation.Linhai Zhang, Deyu Zhou, Chao Lin, Yulan He
2021EMNLPImplicit Sentiment Analysis with Event-centered Text Representation.Deyu Zhou, Jianan Wang, Linhai Zhang, Yulan He
2021EMNLPA Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering.Deyu Zhou, Yanzheng Xiang, Linhai Zhang, Chenchen Ye, Qian-Wen Zhang, Yunbo Cao
2020ACLNeural Topic Modeling with Bidirectional Adversarial Training.Rui Wang, Xuemeng Hu, Deyu Zhou, Yulan He, Yuxuan Xiong, Chenchen Ye, Haiyang Xu
2020ACLNeural Temporal Opinion Modelling for Opinion Prediction on Twitter.Lixing Zhu, Yulan He, Deyu Zhou
2020COLINGEmotion Classification by Jointly Learning to Lexiconize and Classify.Deyu Zhou, Shuangzhi Wu, Qing Wang, Jun Xie, Zhaopeng Tu, Mu Li
2020EMNLPNeural Topic Modeling with Cycle-Consistent Adversarial Training.Xuemeng Hu, Rui Wang, Deyu Zhou, Yuxuan Xiong
2020EMNLPNeural Topic Modeling by Incorporating Document Relationship Graph.Deyu Zhou, Xuemeng Hu, Rui Wang
2019ACMLVariational Conditional GAN for Fine-grained Controllable Image Generation.Mingqi Hu, Deyu Zhou, Yulan He
2019EMNLPOpen Event Extraction from Online Text using a Generative Adversarial Network.Rui Wang, Deyu Zhou, Yulan He
2019EMNLPInterpretable Relevant Emotion Ranking with Event-Driven Attention.Yang Yang, Deyu Zhou, Yulan He, Meng Zhang
2019IJCAIGraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos.Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang
2018EMNLPAn Interpretable Neural Network with Topical Information for Relevant Emotion Ranking.Yang Yang, Deyu Zhou, Yulan He
2018NAACLNeural Storyline Extraction Model for Storyline Generation from News Articles.Deyu Zhou, Linsen Guo, Yulan He
2018NAACLRelevant Emotion Ranking from Text Constrained with Emotion Relationships.Deyu Zhou, Yang Yang, Yulan He
2017EACLEvent extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings.Deyu Zhou, Xuan Zhang, Yulan He
2016ACLJointly Event Extraction and Visualization on Twitter via Probabilistic Modelling.Deyu Zhou, Tianmeng Gao, Yulan He
2016EMNLPEmotion Distribution Learning from Texts.Deyu Zhou, Xuan Zhang, Yin Zhou, Quan Zhao, Xin Geng
2016IJCAISparsity Conditional Energy Label Distribution Learning for Age Estimation.Xu Yang, Xin Geng, Deyu Zhou
2016IJCAIUnsupervised Storyline Extraction from News Articles.Deyu Zhou, Haiyang Xu, Xin-Yu Dai, Yulan He
2015AAAIAn Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization.Deyu Zhou, Liangyu Chen, Yulan He
2015EMNLPAn Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles.Deyu Zhou, Haiyang Xu, Yulan He
2014ACLA Simple Bayesian Modelling Approach to Event Extraction from Twitter.Deyu Zhou, Liangyu Chen, Yulan He
2011CIKMA novel framework of training hidden markov support vector machines from lightly-annotated data.Deyu Zhou, Yulan He
2011ECIRLearning Conditional Random Fields from Unaligned Data for Natural Language Understanding.Deyu Zhou, Yulan He
2008COLINGA Hybrid Generative/Discriminative Framework to Train a Semantic Parser from an Un-annotated Corpus.Deyu Zhou, Yulan He
2008ICDMOntology-Based Protein-Protein Interactions Extraction from Literature Using the Hidden Vector State Model.Yulan He, Keiichi Nakata, Deyu Zhou
2007CIDMSemi-supervised Learning of the Hidden Vector State Model for Protein-Protein Interactions Extraction.Deyu Zhou, Yulan He, Chee Keong Kwoh
2007ICCSTraining the Hidden Vector State Model from Un-annotated Corpus.Deyu Zhou, Yulan He, Chee Keong Kwoh
2006ICCSExtracting Protein-Protein Interactions from the Literature Using the Hidden Vector State Model.Deyu Zhou, Yulan He, Chee Keong Kwoh