| 2026 | ACL | Interactive Semantic Parsing with Reinforcement Learning for Knowledge Graph Reasoning. | Yurun Song, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2026 | ACL | Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning. | Yuhang Wu, Xiangqing Shen, Fanfan Wang, Cangqi Zhou, Zhen Wu, Xinyu Dai, Rui Xia |
| 2026 | ACL | LoReFact: Bridging the Logic Gap in Fact-Checking. | Qiming Xie, Wenjie Zheng, Xiangqing Shen, Rui Xia |
| 2026 | ICS | Block-Aware Adaptive State Management for Optimistic Parallel Discrete Event Simulation. | Xing Peng, Qinglin Wang, Gencheng Liu, Chuhe Hong, Rui Xia, Zhigang Sun, Xinhai Chen, Qingyang Zhang, Jie Liu |
| 2025 | ACL | MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs. | Zilu Dong, Xiangqing Shen, Rui Xia |
| 2025 | ACL | ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains. | Zilu Dong, Xiangqing Shen, Zinong Yang, Rui Xia |
| 2025 | ACL | VCD: A Dataset for Visual Commonsense Discovery in Images. | Xiangqing Shen, Fanfan Wang, Siwei Wu, Rui Xia |
| 2025 | ACL | From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering. | Yurun Song, Xiangqing Shen, Rui Xia |
| 2025 | EMNLP | Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning. | Fanfan Wang, Xiangqing Shen, Jianfei Yu, Rui Xia |
| 2025 | ICCAD | Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training. | Qitao Tan, Sung-En Chang, Rui Xia, Huidong Ji, Chence Yang, Ci Zhang, Jun Liu, Zheng Zhan, Zhenman Fang, Zhuo Zou, Yanzhi Wang, Jin Lu, Geng Yuan |
| 2025 | ICIP | Clip-Ae: Clip-Assisted Cross-View Audio-Visual Enhancement for Unsupervised Temporal Action Localization. | Rui Xia, Dan Jiang, Quan Zhang, Ke Zhang, Chun Yuan |
| 2025 | IJCNN | Dual-Spectral Neural Operator for Solving Partial Differential Equations. | Jing Xiao, Xinhai Chen, Rui Xia, Jie Liu |
| 2025 | IROS | DPGP: A Hybrid 2D-3D Dual Path Potential Ghost Probe Zone Prediction Framework for Safe Autonomous Driving. | Weiming Qu, Jiawei Du, Shenghai Yuan, Jia Wang, Yang Sun, Shengyi Liu, Yuanhao Zhu, Jiayi Rao, Jianfeng Yu, Song Cao, Rui Xia, Xiaoyu Tang, Xihong Wu, Dingsheng Luo |
| 2025 | IROS | SILM: A Subjective Intent Based Low-Latency Framework for Multiple Traffic Participants Joint Trajectory Prediction. | Weiming Qu, Jia Wang, Jiawei Du, Yuanhao Zhu, Jianfeng Yu, Rui Xia, Song Cao, Xihong Wu, Dingsheng Luo |
| 2025 | MOBICOM | Ghost Points Matter: Far-Range Vehicle Detection with a Single mmWave Radar in Tunnel. | Chenming He, Rui Xia, Chengzhen Meng, Xiaoran Fan, Dequan Wang, Haojie Ren, Jianmin Ji, Yanyong Zhang |
| 2025 | WSDM | S-Diff: An Anisotropic Diffusion Model for Collaborative Filtering in Spectral Domain. | Rui Xia, Yanhua Cheng, Yongxiang Tang, Xiaocheng Liu, Xialong Liu, Lisong Wang, Peng Jiang |
| 2024 | ACL | A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis. | Hongjie Cai, Heqing Ma, Jianfei Yu, Rui Xia |
| 2024 | ACL | Ask Again, Then Fail: Large Language Models' Vacillations in Judgment. | Qiming Xie, Zengzhi Wang, Yi Feng, Rui Xia |
| 2024 | COCOON | An Approach to Tight I/O Lower Bounds for Algorithms with Composite Procedures. | Rui Xia, Ligang Cao, Huajian Zhang, Jihu Guo, Xiaowei Guo, Jie Liu, Huaimin Wang |
| 2024 | CSCWD | Social Influence Prediction using Neighborhood Information across Various Ranges. | Rui Xia, Lisong Wang, Taili Li, Pingping Shi |
| 2024 | CSCWD | Low Light Enhancement in Street Scenes Based on Diffusion Model. | Rui Xia, Lisong Wang, Taili Li, Pingping Shi |
| 2024 | ECCV | LVG-SfM: Learning-Based View-Graph Generation for Robust on-the-Fly SfM. | Wentian Gan, Yifei Yu, Giulio Perda, Luca Morelli, Rui Xia, Zongqian Zhan, Xin Wang, Fabio Remondino |
| 2024 | ICA3PP | LSSM-SpMM: A Long-Row Splitting and Short-Row Merging Approach for Parallel SpMM on PEZY-SC3s. | Ligang Cao, Qinglin Wang, Shun Yang, Rui Xia, Weihao Guo, Jie Liu |
| 2024 | ICASSP | Audio Prompt Tuning for Universal Sound Separation. | Yuzhuo Liu, Xubo Liu, Yan Zhao, Yuanyuan Wang, Rui Xia, Pingchuan Tain, Yuxuan Wang |
| 2024 | ICPP | CAMLB-SpMV: An Efficient Cache-Aware Memory Load-Balancing SpMV on CPU. | Jihu Guo, Rui Xia, Jie Liu, Xiaoxiong Zhu, Xiang Zhang |
| 2024 | ICPP | SaSpGEMM: Sorting-Avoiding Sparse General Matrix-Matrix Multiplication on Multi-Core Processors. | Chuhe Hong, Qinglin Wang, Runzhang Mao, Yuechao Liang, Rui Xia, Jie Liu |
| 2024 | IJCNN | Sparse Matrix Reordering Method Selection with Parallel Computing and Deep Learning. | Rui Xia, Jihu Guo, Huajian Zhang, Shun Yang, Qinglin Wang, Jie Liu |
| 2024 | WWW | Why Deeper Layers May Introduce More Bias. | Rui Xia, Lisong Wang, Pingping Shi |
| 2024 | TrustCom | Large-Scale Thermo-Hydraulic Analysis of Fuel Rod Bundles Based on YH-ACT. | Min Song, Chao Li, Xiaowei Guo, Jie Liu, Huajian Zhang, Rui Xia |
| 2023 | AAAI | eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms. | Zhaoyang Zhu, Weiqi Chen, Rui Xia, Tian Zhou, Peisong Niu, Bingqing Peng, Wenwei Wang, Hengbo Liu, Ziqing Ma, Qingsong Wen, Liang Sun |
| 2023 | ACL | Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths. | Xiangqing Shen, Siwei Wu, Rui Xia |
| 2023 | ACL | Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering. | Siwei Wu, Xiangqing Shen, Rui Xia |
| 2023 | ACL | Emotion Cause Extraction on Social Media without Human Annotation. | Debin Xiao, Rui Xia, Jianfei Yu |
| 2023 | ACL | UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set. | Zinong Yang, Feng Xu, Jianfei Yu, Rui Xia |
| 2023 | ACL | Grounded Multimodal Named Entity Recognition on Social Media. | Jianfei Yu, Ziyan Li, Jieming Wang, Rui Xia |
| 2023 | ACL | Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis. | Jianfei Yu, Qiankun Zhao, Rui Xia |
| 2023 | ACL | A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations. | Wenjie Zheng, Jianfei Yu, Rui Xia, Shijin Wang |
| 2023 | EMNLP | A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis. | Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai |
| 2023 | EMNLP | Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge. | Fanfan Wang, Jianfei Yu, Rui Xia |
| 2023 | GLOBECOM | Modulation Recognition of Aliasing Electromagnetic Signal Based on Improved Capsule Network. | Tian Zhang, Boyu Deng, Rui Xia, Rui Huang, Jingchao Wang |
| 2023 | ICASSP | Pretraining Conformer with ASR for Speaker Verification. | Danwei Cai, Weiqing Wang, Ming Li, Rui Xia, Chuanzeng Huang |
| 2023 | ICASSP | SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events. | Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun |
| 2023 | Interspeech | Memory Augmented Lookup Dictionary Based Language Modeling for Automatic Speech Recognition. | Yukun Feng, Ming Tu, Rui Xia, Chuanzeng Huang, Yuxuan Wang |
| 2023 | Interspeech | Language-universal Phonetic Encoder for Low-resource Speech Recognition. | Siyuan Feng, Ming Tu, Rui Xia, Chuanzeng Huang, Yuxuan Wang |
| 2023 | Interspeech | Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition. | Siyuan Feng, Ming Tu, Rui Xia, Chuanzeng Huang, Yuxuan Wang |
| 2023 | SIGIR | A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis. | Zengzhi Wang, Qiming Xie, Rui Xia |
| 2022 | AAAI | A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data. | Yan Li, Rui Xia, Chunchen Liu, Liang Sun |
| 2022 | ACL | Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis. | Yan Ling, Jianfei Yu, Rui Xia |
| 2022 | ICASSP | Cloning One's Voice Using Very Limited Data in the Wild. | Dongyang Dai, Yuanzhe Chen, Li Chen, Ming Tu, Lu Liu, Rui Xia, Qiao Tian, Yuping Wang, Yuxuan Wang |
| 2022 | IJCAI | Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. | Jianfei Yu, Jieming Wang, Rui Xia, Junjie Li |
| 2022 | IECON | Research on the Stochasticity Control Strategy of Wind Farm Incorporating System Contingencies. | Runsheng Zheng, Qunying Liu, Rui Xia, Zhen Guo, Xin Ge, Shuheng Chen |
| 2022 | NAACL | Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction. | Junjie Li, Jianfei Yu, Rui Xia |
| 2022 | WWW | DUET: A Generic Framework for Finding Special Quadratic Elements in Data Streams. | Jiaqian Liu, Haipeng Dai, Rui Xia, Meng Li, Ran Ben Basat, Rui Li, Guihai Chen |
| 2022 | TrustCom | Research on Voice Quality Evaluation Method Based on Artificial Neural Network. | Zixiang Di, Tian Xiao, Yi Li, Xinzhou Cheng, Bei Li, Lexi Xu, Xiaomeng Zhu, Lu Zhi, Rui Xia |
| 2022 | TrustCom | Research on 5G Network Capacity and Expansion. | Xiaomeng Zhu, Yi Li, Yuting Zheng, Rui Xia, Lexi Xu, Bei Li, Zixiang Di, Lu Zhi, Xinzhou Cheng |
| 2022 | SETTA | KCL: A Declarative Language for Large-Scale Configuration and Policy Management. | Xiaodong Du, Pengfei Xu, Zheng Zhang, Shushan Chai, Rui Xia, Zhe Zong |
| 2021 | ACL | Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions. | Hongjie Cai, Rui Xia, Jianfei Yu |
| 2021 | ACL | Cross-Domain Review Generation for Aspect-Based Sentiment Analysis. | Jianfei Yu, Chenggong Gong, Rui Xia |
| 2021 | EMNLP | Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification. | Hao Chen, Rui Xia, Jianfei Yu |
| 2021 | EMNLP | Comparative Opinion Quintuple Extraction from Product Reviews. | Ziheng Liu, Rui Xia, Jianfei Yu |
| 2021 | Interspeech | Speech Enhancement with Weakly Labelled Data from AudioSet. | Qiuqiang Kong, Haohe Liu, Xingjian Du, Li Chen, Rui Xia, Yuxuan Wang |
| 2020 | ACL | ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction. | Zixiang Ding, Rui Xia, Jianfei Yu |
| 2020 | ACL | Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer. | Jianfei Yu, Jing Jiang, Li Yang, Rui Xia |
| 2020 | COLING | Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network. | Hongjie Cai, Yaofeng Tu, Xiangsheng Zhou, Jianfei Yu, Rui Xia |
| 2020 | EMNLP | End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning. | Zixiang Ding, Rui Xia, Jianfei Yu |
| 2020 | EMNLP | Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis. | Chenggong Gong, Jianfei Yu, Rui Xia |
| 2020 | EMNLP | Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction. | Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia |
| 2020 | EMNLP | A State-independent and Time-evolving Network for Early Rumor Detection in Social Media. | Rui Xia, Kaizhou Xuan, Jianfei Yu |
| 2020 | EMNLP | Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations. | Jianfei Yu, Jing Jiang, Ling Min Serena Khoo, Hai Leong Chieu, Rui Xia |
| 2019 | AAAI | From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification. | Zixiang Ding, Huihui He, Mengran Zhang, Rui Xia |
| 2019 | ACL | Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. | Rui Xia, Zixiang Ding |
| 2019 | ICDCS | Thresholded Monitoring in Distributed Data Streams. | Meng Li, Haipeng Dai, Xiaoyu Wang, Rui Xia, Alex X. Liu, Guihai Chen |
| 2019 | ICDM | Rumor Stance Classification via Machine Learning with Text, User and Propagation Features. | Kaizhou Xuan, Rui Xia |
| 2019 | ICPP | SAFE: Service Availability via Failure Elimination Through VNF Scaling. | Rui Xia, Haipeng Dai, Jiaqi Zheng, Rong Gu, Xiaoyu Wang, Guihai Chen |
| 2019 | IJCAI | RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction. | Rui Xia, Mengran Zhang, Zixiang Ding |
| 2018 | IJCAI | Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance. | Rui Xia, Zhenchun Pan, Feng Xu |
| 2017 | EMNLP | Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision. | Le Yi Wang, Rui Xia |
| 2016 | Interspeech | DBN-ivector Framework for Acoustic Emotion Recognition. | Rui Xia, Yang Liu |
| 2015 | ACL | Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation. | Rui Xia, Cheng Wang, Xin-Yu Dai, Tao Li |
| 2015 | ICASSP | Leveraging valence and activation information via multi-task learning for categorical emotion recognition. | Rui Xia, Yang Liu |
| 2015 | ICDM | Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm. | Xiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, Rui Xia |
| 2015 | IJCAI | Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract). | Rui Xia, Chengqing Zong, Xuelei Hu, Erik Cambria |
| 2014 | AAAI | Instance-Based Domain Adaptation in NLP via In-Target-Domain Logistic Approximation. | Rui Xia, Jianfei Yu, Feng Xu, Shumei Wang |
| 2014 | ACL | Bilingual Event Extraction: a Case Study on Trigger Type Determination. | Zhu Zhu, Shoushan Li, Guodong Zhou, Rui Xia |
| 2014 | ICASSP | Introducing shared-hidden-layer autoencoders for transfer learning and their application in acoustic emotion recognition. | Jun Deng, Rui Xia, Zixing Zhang, Yang Liu, Bjrn W. Schuller |
| 2014 | ICASSP | Modeling gender information for emotion recognition using Denoising autoencoder. | Rui Xia, Jun Deng, Bjrn W. Schuller, Yang Liu |
| 2013 | ACL | Dual Training and Dual Prediction for Polarity Classification. | Rui Xia, Tao Wang, Xuelei Hu, Shoushan Li, Chengqing Zong |
| 2013 | CoNEXT | Per-packet load-balanced, low-latency routing for clos-based data center networks. | Jiaxin Cao, Rui Xia, Pengkun Yang, Chuanxiong Guo, Guohan Lu, Lihua Yuan, Yixin Zheng, Haitao Wu, Yongqiang Xiong, David A. Maltz |
| 2013 | IJCAI | Instance Selection and Instance Weighting for Cross-Domain Sentiment Classification via PU Learning. | Rui Xia, Xuelei Hu, Jianfeng Lu, Jian Yang, Chengqing Zong |
| 2013 | Interspeech | A preliminary study of cross-lingual emotion recognition from speech: automatic classification versus human perception. | Je Hun Jeon, Duc Le, Rui Xia, Yang Liu |
| 2013 | Interspeech | Using denoising autoencoder for emotion recognition. | Rui Xia, Yang Liu |
| 2012 | Interspeech | Using i-Vector Space Model for Emotion Recognition. | Rui Xia, Yang Liu |
| 2012 | IECON | A survey on consumer electronic products in residential home for demand response. | Dawei He, Rui Xia, Weixuan Lin, Thomas G. Habetler |
| 2011 | ICASSP | Sentence level emotion recognition based on decisions from subsentence segments. | Je Hun Jeon, Rui Xia, Yang Liu |
| 2011 | IJCNLP | A POS-based Ensemble Model for Cross-domain Sentiment Classification. | Rui Xia, Chengqing Zong |
| 2010 | COLING | Exploring the Use of Word Relation Features for Sentiment Classification. | Rui Xia, Chengqing Zong |
| 2010 | Interspeech | Level of interest sensing in spoken dialog using multi-level fusion of acoustic and lexical evidence. | Je Hun Jeon, Rui Xia, Yang Liu |
| 2009 | ACL | A Framework of Feature Selection Methods for Text Categorization. | Shoushan Li, Rui Xia, Chengqing Zong, Chu-Ren Huang |
| 2007 | CEC | Electricity reference price forecasting with Fuzzy C-means and Immune Algorithm. | Ke Meng, Rui Xia, Ting Ji, Feng Qian |