| 2026 | ACL | Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation. | Jiaju Chen, Yuxuan Lu, Xiaojie Wang, Huimin Zeng, Jing Huang, Jiri Gesi, Ying Xu, Bingsheng Yao, Dakuo Wang |
| 2026 | ACL | Enhancing Multilingual Reasoning via Steerable Model Merging. | Zhuoran Li, Rui Xu, Jian Yang, Junnan Liu, Zhijun Chen, Qianren Mao, Hongcheng Guo, Jiaheng Liu, Likang Xiao, Ming Li, Xiaojie Wang |
| 2026 | ACL | EvoMemKG: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning. | Shiyu Tian, Shuyue Xing, Zhuoxin Han, Caixia Yuan, Xiaojie Wang |
| 2026 | ICPR | Partial-Correlation Learning for Large Language Models with Skip-Tuning. | Yuheng Lu, Zuhe Song, Caixia Yuan, Xiaojie Wang |
| 2025 | AAAI | Data with High and Consistent Preference Difference Are Better for Reward Model. | Qi Lin, Hengtong Lu, Caixia Yuan, Xiaojie Wang, Huixing Jiang, Wei Chen |
| 2025 | AAAI | A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation. | Shiyu Tian, Shuyue Xing, Xingrui Li, Yangyang Luo, Caixia Yuan, Wei Chen, Huixing Jiang, Xiaojie Wang |
| 2025 | AAAI | Concept Conductor: Orchestrating Multiple Personalized Concepts in Text-to-Image Synthesis. | Zebin Yao, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2025 | ACL | Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models. | Yuheng Lu, Bingshuo Qian, Caixia Yuan, Huixing Jiang, Xiaojie Wang |
| 2025 | COLING | Multimodal Aspect-Based Sentiment Analysis under Conditional Relation. | Xinjing Liu, Ruifan Li, Shuqin Ye, Guangwei Zhang, Xiaojie Wang |
| 2025 | EMNLP | CoTD-PO: Chain-of-Thought Distillation with Preference Optimization. | Lujie Niu, Haochen Sun, Fangkun Zhao, Sheng Chen, Zimeng Bai, Jiawei Zhang, Caixia Yuan, Xiaojie Wang |
| 2025 | EMNLP | Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents. | Haochen Sun, Shuwen Zhang, Lujie Niu, Lei Ren, Hao Xu, Hao Fu, Fangkun Zhao, Caixia Yuan, Xiaojie Wang |
| 2025 | ICASSP | A Weighted Cross-entropy Loss for Mitigating LLM Hallucinations in Cross-lingual Continual Pretraining. | Yuantao Fan, Ruifan Li, Guangwei Zhang, Chuan Shi, Xiaojie Wang |
| 2025 | ICDM | A Generative Method with Elements Enhancement for Comparative Opinion Quintuple Extraction. | Shuqin Ye, Xinjing Liu, Siwei Xu, Yongjun Huang, Xiaojie Wang, Ruifan Li |
| 2025 | ICLR | A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation. | Huimin Zeng, Xiaojie Wang, Anoop Jain, Zhicheng Dou, Dong Wang |
| 2025 | ICML | Non-asymptotic Error Bounds in W2-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity. | Bin Yang, Xiaojie Wang |
| 2025 | IROS | Enhancing Tactile Sensing in Robotics Using Null-Space Diffusion Model with EIT-based Sensors. | Qilin Zhang, Haofeng Chen, Xuanxuan Yang, Gang Ma, Xiaojie Wang |
| 2024 | ACL | Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation. | Hongxu Liu, Xiaojie Wang, Jiashen Sun, Ke Zeng, Guanglu Wan |
| 2024 | ACL | Phased Instruction Fine-Tuning for Large Language Models. | Wei Pang, Chuan Zhou, Xiao-Hua Zhou, Xiaojie Wang |
| 2024 | ACL | KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning. | Shiyu Tian, Yangyang Luo, Tianze Xu, Caixia Yuan, Huixing Jiang, Chen Wei, Xiaojie Wang |
| 2024 | CSCWD | ABCF: An Adaptive Balanced Multimodal Website Classification Framework. | Zhiyuan Liu, Wei Liu, Xinyang Tong, Qi Shen, Qiang Zheng, Hengrui Hu, Hong Liu, Xiaojie Wang |
| 2024 | CSCWD | Intelligent Scheduling of UAVs and Sensors for Information Age Minimization at Wireless Powered Internet of Things. | Jiameng Li, Xiaojie Wang, Jun Wu, Zhaolong Ning |
| 2024 | ICASSP | Visual Prompt Tuning for Weakly Supervised Phrase Grounding. | Pengyue Lin, Zhihan Yu, Mingcong Lu, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2024 | IJCNN | LLM-Driven "Coach-Athlete" Pretraining Framework for Complex Text-To-Motion Generation. | Jiajun Fu, Yuxing Long, Xiaojie Wang, Jianqin Yin |
| 2024 | ICRA | Enhancing Tactile Sensing in Robotics: Dual-Modal Force and Shape Perception with EIT-based Sensors and MM-CNN. | Haofeng Chen, Xuanxuan Yang, Gang Ma, Yucheng Wang, Xiaojie Wang |
| 2024 | IROS | Pseudo-Domain Adversarial Networks with Electrical Impedance Tomography for Electrode Offset Error. | Gengchen Xu, Haofeng Chen, Xuanxuan Yang, Gang Ma, Xiaojie Wang |
| 2024 | ISMAR | Vanti: A Novel Interaction Design for Immersive VR Walking Tours. | Xiaojie Wang, Yue Li |
| 2024 | WWW | Towards Robustness Analysis of E-Commerce Ranking System. | Ningfei Wang, Yupin Huang, Han Cheng, Jiri Gesi, Xiaojie Wang, Vivek Mittal |
| 2023 | AAAI | SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. | Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang |
| 2023 | ACL | Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. | Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang |
| 2023 | ACL | USSA: A Unified Table Filling Scheme for Structured Sentiment Analysis. | Zepeng Zhai, Hao Chen, Ruifan Li, Xiaojie Wang |
| 2023 | ECAI | FATRER: Full-Attention Topic Regularizer for Accurate and Robust Conversational Emotion Recognition. | Yuzhao Mao, Di Lu, Yang Zhang, Xiaojie Wang |
| 2023 | EMNLP | Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading. | Yangyang Luo, Shiyu Tian, Caixia Yuan, Xiaojie Wang |
| 2023 | ICASSP | Joint Modeling for ASR Correction and Dialog State Tracking. | Deyuan Wang, Tiantian Zhang, Caixia Yuan, Xiaojie Wang |
| 2023 | ICASSP | An Asynchronous Updating Reinforcement Learning Framework for Task-Oriented Dialog System. | Sai Zhang, Yuwei Hu, Xiaojie Wang, Caixia Yuan |
| 2023 | ICONIP | Robust Multi-view Spectral Clustering with Auto-encoder for Preserving Information. | Xiaojie Wang, Ye Liu, Hongshan Pu, Yuchen Mou, Chaoxiong Lin |
| 2023 | SIGIR | How Well do Offline Metrics Predict Online Performance of Product Ranking Models? | Xiaojie Wang, Ruoyuan Gao, Anoop Jain, Graham Edge, Sachin Ahuja |
| 2022 | ACL | Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. | Hao Chen, Zepeng Zhai, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | ACL | Co-VQA : Answering by Interactive Sub Question Sequence. | Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang |
| 2022 | ACL | A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. | Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang |
| 2022 | ACL | Learn to Adapt for Generalized Zero-Shot Text Classification. | Yiwen Zhang, Caixia Yuan, Xiaojie Wang, Ziwei Bai, Yongbin Liu |
| 2022 | COLING | A Simple Model for Distantly Supervised Relation Extraction. | Ziqin Rao, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | EMNLP | COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction. | Zepeng Zhai, Hao Chen, Fangxiang Feng, Ruifan Li, Xiaojie Wang |
| 2022 | EMNLP | Towards Unifying Reference Expression Generation and Comprehension. | Duo Zheng, Tao Kong, Ya Jing, Jiaan Wang, Xiaojie Wang |
| 2021 | AAAI | MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens Systems. | Xuan Dong, Xiaoyan Hu, Weixin Li, Xiaojie Wang, Yunhong Wang |
| 2021 | AAAI | Converse, Focus and Guess - Towards Multi-Document Driven Dialogue. | Han Liu, Caixia Yuan, Xiaojie Wang, Yushu Yang, Huixing Jiang, Zhongyuan Wang |
| 2021 | ACL | Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis. | Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, Eduard H. Hovy |
| 2021 | ACL | Multi-stage Pre-training over Simplified Multimodal Pre-training Models. | Tongtong Liu, Fangxiang Feng, Xiaojie Wang |
| 2021 | ACL | Slot Transferability for Cross-domain Slot Filling. | Hengtong Lu, Zhuoxin Han, Caixia Yuan, Xiaojie Wang, Shuyu Lei, Huixing Jiang, Wei Wu |
| 2021 | BMVC | Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue. | Zipeng Xu, Fandong Meng, Xiaojie Wang, Duo Zheng, Chenxu Lv, Jie Zhou |
| 2021 | EMNLP | Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization. | Junpeng Liu, Yanyan Zou, Hainan Zhang, Hongshen Chen, Zhuoye Ding, Caixia Yuan, Xiaojie Wang |
| 2021 | EMNLP | Task-Oriented Clustering for Dialogues. | Chenxu Lv, Hengtong Lu, Shuyu Lei, Huixing Jiang, Wei Wu, Caixia Yuan, Xiaojie Wang |
| 2021 | EMNLP | DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation. | Yuzhao Mao, Guang Liu, Xiaojie Wang, Weiguo Gao, Xuan Li |
| 2021 | EMNLP | Grouped-Attention for Content-Selection and Content-Plan Generation. | Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi, Rui Zhang, Qingjun Cui |
| 2021 | EMNLP | Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser. | Duo Zheng, Zipeng Xu, Fandong Meng, Xiaojie Wang, Jiaan Wang, Jie Zhou |
| 2021 | ICIG | Adaptive Underwater Image Enhancement via Color Channel Compensation Based on Optical Restoration and Fusion. | Xiaojie Wang, Fei Li, Shujie Zhou, Hong Du |
| 2021 | WSDM | Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings. | Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi |
| 2020 | AAAI | Cycle-CNN for Colorization towards Real Monochrome-Color Camera Systems. | Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang |
| 2020 | AAAI | Visual Dialogue State Tracking for Question Generation. | Wei Pang, Xiaojie Wang |
| 2020 | ACL | Connecting Embeddings for Knowledge Graph Entity Typing. | Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang |
| 2020 | ECCV | Guessing State Tracking for Visual Dialogue. | Wei Pang, Xiaojie Wang |
| 2020 | IJCAI | Multi-scale Two-way Deep Neural Network for Stock Trend Prediction. | Guang Liu, Yuzhao Mao, Qi Sun, Hailong Huang, Weiguo Gao, Xuan Li, Jianping Shen, Ruifan Li, Xiaojie Wang |
| 2020 | IJCNN | Multi-Domain Dialogue State Tracking with Hierarchical Task Graph. | Tianhao Shen, Xiaojie Wang |
| 2020 | SIGIR | DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features. | Jiongnan Liu, Zhicheng Dou, Xiaojie Wang, Shuqi Lu, Ji-Rong Wen |
| 2020 | SIGIR | Knowledge Enhanced Personalized Search. | Shuqi Lu, Zhicheng Dou, Chenyan Xiong, Xiaojie Wang, Ji-Rong Wen |
| 2019 | AAAI | Learning a Deep Convolutional Network for Colorization in Monochrome-Color Dual-Lens System. | Xuan Dong, Weixin Li, Xiaojie Wang, Yunhong Wang |
| 2019 | AAAI | Differential Networks for Visual Question Answering. | Chenfei Wu, Jinlai Liu, Xiaojie Wang, Ruifan Li |
| 2019 | CISS | Spatially Coupled LDPC Codes and the Multiple Access Channel. | Sebastian Cammerer, Xiaojie Wang, Yingyan Ma, Stephan ten Brink |
| 2019 | CoNLL | MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention. | Jiayu Chen, Caixia Yuan, Xiaojie Wang, Ziwei Bai |
| 2019 | ICML | Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random. | Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi |
| 2019 | ICNC | Optimal Identification of Multiple Diffusion Sources in Complex Networks with Partial Observations. | Xiang Li, Xiaojie Wang, Chengli Zhao, Xue Zhang, Dongyun Yi |
| 2019 | ISIT | Achievable Rate Region for Iterative Multi-User Detection via Low-cost Gaussian Approximation. | Xiaojie Wang, Chulong Liang, Li Ping, Stephan ten Brink |
| 2018 | ACSSC | Optimally Combining Active Interference Cancellation and FIR-Filtering for Spectral Shaping of Multicarrier Waveforms. | Xiaojie Wang, Simon Burkert, Stephan ten Brink |
| 2018 | IJCAI | Show and Tell More: Topic-Oriented Multi-Sentence Image Captioning. | Yuzhao Mao, Chang Zhou, Xiaojie Wang, Ruifan Li |
| 2018 | IJCAI | Differentiated Attentive Representation Learning for Sentence Classification. | Qianrong Zhou, Xiaojie Wang, Xuan Dong |
| 2018 | PAKDD | A Joint Optimization Approach for Personalized Recommendation Diversification. | Xiaojie Wang, Jianzhong Qi, Kotagiri Ramamohanarao, Yu Sun, Bo Li, Rui Zhang |
| 2017 | AINA | A Privacy-Reserved Approach for Message Forwarding in Opportunistic Networks. | Xiaojie Wang, Lei Wang, Zhaolong Ning |
| 2017 | ICNC | Improving deep convolutional neural networks for real-world clothing image. | Ruifan Li, Yuzhao Mao, Ibrar Ahmad, Fangxiang Feng, Xiaojie Wang |
| 2017 | ICNC | A method for discovering data patterns through constructing feature networks. | Xiaomeng Li, Chengli Zhao, Qiangjuan Huang, Xiaojie Wang, Dongyun Yi |
| 2017 | PIMRC | On peak to average power ratio of universal filtered OFDM signals. | Xiaojie Wang, Simon Burkert, Stephan ten Brink |
| 2017 | Qshine | Performance Analysis for Content Distribution in Crowdsourced Content-Centric Mobile Networking. | Chengming Li, Xiaojie Wang, Shimin Gong, Zhi-Hui Wang, Qingshan Jiang |
| 2017 | WCNC | Iterative MIMO Subspace Detection Based on Parallel Interference Cancellation. | Xiaojie Wang, Stephan ten Brink |
| 2016 | SIGIR | Evaluating Search Result Diversity using Intent Hierarchies. | Xiaojie Wang, Zhicheng Dou, Tetsuya Sakai, Ji-Rong Wen |
| 2015 | CIKM | Search Result Diversification Based on Hierarchical Intents. | Sha Hu, Zhicheng Dou, Xiaojie Wang, Tetsuya Sakai, Ji-Rong Wen |
| 2015 | MDM | Measuring the External Influence in Information Diffusion. | Jiang Li, Jiagui Xiong, Xiaojie Wang |
| 2015 | PACLIC | Cross-lingual Pseudo Relevance Feedback Based on Weak Relevant Topic Alignment. | Xuwen Wang, Qiang Zhang, Xiaojie Wang, Junlian Li |
| 2015 | VTC | Filter Optimization for Carrier-Frequency- and Timing-Offset in Universal Filtered Multi-Carrier Systems. | Xiaojie Wang, Thorsten Wild, Frank Schaich |
| 2015 | VTC | Pilot-Aided Channel Estimation for Universal Filtered Multi-Carrier. | Xiaojie Wang, Thorsten Wild, Frank Schaich, Stephan ten Brink |
| 2014 | ACCV | Object Ranking on Deformable Part Models with Bagged LambdaMART. | Chaobo Sun, Xiaojie Wang, Peng Lu |
| 2014 | SSPR | A Ranking Part Model for Object Detection. | Chaobo Sun, Xiaojie Wang |
| 2013 | ICNC | Human detection and object tracking based on Histograms of Oriented Gradients. | Shibo Zhang, Xiaojie Wang |
| 2013 | ICONIP | Challenges in Representation Learning: A Report on Three Machine Learning Contests. | Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron C. Courville, Mehdi Mirza, Benjamin Hamner, William Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Tudor Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Chuang Zhang, Yoshua Bengio |
| 2011 | CAIP | An Improved SalBayes Model with GMM. | Hairu Guo, Xiaojie Wang, Yixin Zhong, Song Bi |
| 2011 | CNSM | Research on Home NodeB Gateway load balancing mechanism. | Xiaojie Wang, Lanlan Rui, Peng Yu, Xingyu Chen |
| 2011 | ICDM | Mixture of Softmax sLDA. | Xiaoxu Li, Junyu Zeng, Xiaojie Wang, Yixin Zhong |
| 2011 | Interact | Can Persona Facilitate Ideation? A Comparative Study on Effects of Personas in Brainstorming. | Xiantao Chen, Ying Liu, Ning Liu, Xiaojie Wang |
| 2010 | NLDB | Second-Order HMM for Event Extraction from Short Message. | Huixing Jiang, Xiaojie Wang, Jilei Tian |
| 2010 | UIC | Dependency Relation Based Detection of Lexicalized User Goals. | Ruixue Duan, Xiaojie Wang, Rile Hu, Jilei Tian |
| 2010 | SNPD | Spatial Relations Modeling Based on Visual Area Histogram. | Ke Zhang, Ke-ping Wang, Xiaojie Wang, Yixin Zhong |
| 2009 | ACL | Accurate Learning for Chinese Function Tags from Minimal Features. | Caixia Yuan, Fuji Ren, Xiaojie Wang |
| 2009 | ACML | Injecting Structured Data to Generative Topic Model in Enterprise Settings. | Han Xiao, Xiaojie Wang, Chao Du |
| 2009 | PACLIC | Multi-Task Learning in Conditional Random Fields for Chunking in Shallow Semantic Parsing. | Saike He, Xiaojie Wang, Yuan Dong, Taozheng Zhang, Xue Bai |
| 2009 | RANLP | Normalized Accessor Variety Combined with Conditional Random Fields in Chinese Word Segmentation. | Saike He, Taozheng Zhang, Xue Bai, Xiaojie Wang, Yuan Dong |
| 2008 | IJCNLP | BUPT Systems in the SIGHAN Bakeoff 2007. | Ying Qin, Caixia Yuan, Jiashen Sun, Xiaojie Wang |
| 2007 | ICCS | Chinese Ancient-Modern Sentence Alignment. | Zhun Lin, Xiaojie Wang |
| 2006 | ISDA | Combining Multi-knowledge for Chinese Word Segmentation Disambiguation. | Ying Qin, Suxiang Zhang, Xiaojie Wang |
| 2006 | ISDA | Automatic Entity Relation Extraction Based on Maximum Entropy. | Suxiang Zhang, Juan Wen, Xiaojie Wang, Lei Li |
| 2005 | CICLING | Chinese-Japanese Clause Alignment. | Xiaojie Wang, Fuji Ren |
| 2004 | COLING | Trajectory Based Word Sense Disambiguation. | Xiaojie Wang, Yuji Matsumoto |
| 2004 | IJCNLP | Improving Word Sense Disambiguation by Pseudo-samples. | Xiaojie Wang, Yuji Matsumoto |