| 2026 | AAAI | ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models. | Huipeng Ma, Luan Zhang, Dandan Song, Linmei Hu, Yuhang Tian, Jun Yang, Changzhi Zhou, Chenhao Li, Yizhou Jin, Xudong Li, Meng Lin, Mingxing Zhang, Shuhao Zhang |
| 2026 | ACL | Static Models, Dynamic World: A Unified Perspective on Temporal Perception in Large Language Models. | Chenhao Li, Dandan Song, Changzhi Zhou, Jun Yang, Yuhang Tian, Huipeng Ma, Guangyuan Feng, Luan Zhang, Xudong Li, Ke Duan |
| 2026 | ACL | Multi-Hop Knowledge Editing via Critic-Guided Multi-Agent Reasoning. | Xudong Li, Yuhang Tian, Dandan Song, Zhijing Wu, Shuhao Zhang, Jun Yang, Yongyu Huo, Changzhi Zhou, Xinyu Zhang, Chenhao Li, Huipeng Ma, Luan Zhang, Yan Xu, Qian Liu |
| 2026 | ACL | Subgraph-Guided Executable Logical Form Generation for Knowledge Base Question Answering. | Yuhang Tian, Dandan Song, Zhijing Wu, Changzhi Zhou, Jun Yang, Huipeng Ma, Chenhao Li, Luan Zhang, Yading Li, Xudong Li, Shenxi Liu, Jing Jiang |
| 2026 | WWW | A Fact-Checking Framework with Denoising Evidence Retrieval and LLM-Based Debate Verification. | Jun Yang, Yuhan Bai, Dandan Song, Zhijing Wu, Yuhang Tian |
| 2026 | WWW | FlowRAG: Continual Learning for Dynamic Retriever in Retrieval-Augmented Generation. | Senlei Zhang, Tongjun Shi, Dandan Song, Luan Zhang, Shuhao Zhang, Xiaofei Liao, Hai Jin |
| 2025 | ACL | A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation. | Dongshuo Liu, Zhijing Wu, Dandan Song, Heyan Huang |
| 2025 | ACL | Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model. | Luhao Zhang, Xinyu Zhang, Linmei Hu, Dandan Song, Liqiang Nie |
| 2025 | EMNLP | CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering. | Yuhang Tian, Dandan Song, Zhijing Wu, Pan Yang, Changzhi Zhou, Jun Yang, Hao Wang, Huipeng Ma, Chenhao Li, Luan Zhang |
| 2025 | EMNLP | GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation. | Yuhang Tian, Pan Yang, Dandan Song, Zhijing Wu, Hao Wang |
| 2025 | EMNLP | Path-enhanced Pre-trained Language Model for Knowledge Graph Completion. | Hao Wang, Dandan Song, Zhijing Wu, Yuhang Tian, Pan Yang |
| 2025 | IJCAI | Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis. | Luan Zhang, Dandan Song, Zhijing Wu, Yuhang Tian, Changzhi Zhou, Jing Xu, Ziyi Yang, Shuhao Zhang |
| 2025 | SIGIR | How Users Interact with Generative Information Retrieval Systems: A Study of User Behavior and Search Experience. | Yidong Liang, Zhijing Wu, Fan Zhang, Dandan Song, Heyan Huang |
| 2024 | ACL | PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation. | Pan Yang, Dandan Song, Zhijing Wu, Yanru Zhou |
| 2024 | EMNLP | A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval. | Yading Li, Dandan Song, Changzhi Zhou, Yuhang Tian, Hao Wang, Ziyi Yang, Shuhao Zhang |
| 2024 | EMNLP | Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering. | Yuhang Tian, Dandan Song, Zhijing Wu, Changzhi Zhou, Hao Wang, Jun Yang, Jing Xu, Ruanmin Cao, Haoyu Wang |
| 2024 | KSEM | Insert Commonsense Knowledge Through Semantics for Dialogue Generation. | Siqi Hou, Dandan Song, Zhijing Wu, Xiechao Guo, Ziyi Yang |
| 2024 | NAACL | Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction. | Jing Xu, Dandan Song, Siu Hui, Zhijing Wu, Meihuizi Jia, Hao Wang, Yanru Zhou, Changzhi Zhou, Ziyi Yang |
| 2024 | WWW | Span-Pair Interaction and Tagging for Dialogue-Level Aspect-Based Sentiment Quadruple Analysis. | Changzhi Zhou, Zhijing Wu, Dandan Song, Linmei Hu, Yuhang Tian, Jing Xu |
| 2023 | AAAI | Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking. | Jing Xu, Dandan Song, Chong Liu, Siu Cheung Hui, Fei Li, Qiang Ju, Xiaonan He, Jian Xie |
| 2023 | WWW | A Passage-Level Reading Behavior Model for Mobile Search. | Zhijing Wu, Jiaxin Mao, Kedi Xu, Dandan Song, Heyan Huang |
| 2022 | COLING | A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction. | Changzhi Zhou, Dandan Song, Jing Xu, Zhijing Wu |
| 2022 | IJCNLP | FPC: Fine-tuning with Prompt Curriculum for Relation Extraction. | Sicheng Yang, Dandan Song |
| 2022 | WWW | Uncertainty-aware Pseudo Label Refinery for Entity Alignment. | Jia Li, Dandan Song |
| 2021 | ACL | Modularized Interaction Network for Named Entity Recognition. | Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu, Guoxiu He, Meihuizi Jia |
| 2021 | Interspeech | Dynamic Multi-Scale Convolution for Dialect Identification. | Tianlong Kong, Shouyi Yin, Dawei Zhang, Wang Geng, Xin Wang, Dandan Song, Jinwen Huang, Huiyu Shi, Xiaorui Wang |
| 2021 | WWW | Effective Named Entity Recognition with Boundary-aware Bidirectional Neural Networks. | Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu |
| 2020 | ICASSP | PAGAN: A Phase-Adapted Generative Adversarial Networks for Speech Enhancement. | Peishuo Li, Zihang Jiang, Shouyi Yin, Dandan Song, Peng Ouyang, Leibo Liu, Shaojun Wei |
| 2020 | ICDCS | Exploration of TransE in a Distributed Environment. | Meiyan Lu, Lejian Liao, Feng Zhang, Dandan Song |
| 2020 | Interspeech | Transformer with Bidirectional Decoder for Speech Recognition. | Xi Chen, Songyang Zhang, Dandan Song, Peng Ouyang, Shouyi Yin |
| 2020 | Interspeech | THUEE System for NIST SRE19 CTS Challenge. | Ruyun Li, Tianyu Liang, Dandan Song, Yi Liu, Yangcheng Wu, Can Xu, Peng Ouyang, Xianwei Zhang, Xianhong Chen, Weiqiang Zhang, Shouyi Yin, Liang He |
| 2019 | ASRU | Small-Footprint Keyword Spotting with Graph Convolutional Network. | Xi Chen, Shouyi Yin, Dandan Song, Peng Ouyang, Leibo Liu, Shaojun Wei |
| 2019 | IJCAI | Earlier Attention? Aspect-Aware LSTM for Aspect-Based Sentiment Analysis. | Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang |
| 2019 | PRICAI | Deep Feature Translation Network Guided by Combined Loss for Single Image Super-Resolution. | Mingyang Guan, Dandan Song, Linmi Tao |
| 2018 | IJCAI | CAGAN: Consistent Adversarial Training Enhanced GANs. | Yao Ni, Dandan Song, Xi Zhang, Hao Wu, Lejian Liao |
| 2018 | PRICAI | Staged Generative Adversarial Networks with Adversarial-Boundary. | Zhifan Li, Dandan Song, Lejian Liao |
| 2018 | PRICAI | Image Captioning with Relational Knowledge. | Huan Yang, Dandan Song, Lejian Liao |
| 2017 | ACL | Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains. | Liangguo Wang, Jing Jiang, Hai Leong Chieu, Chen Hui Ong, Dandan Song, Lejian Liao |
| 2016 | AAAI | Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns. | Jing He, Xin Li, Lejian Liao, Dandan Song, William K. Cheung |
| 2016 | ECIR | Cold Start Cumulative Citation Recommendation for Knowledge Base Acceleration. | Jingang Wang, Jingtian Jiang, Lejian Liao, Dandan Song, Zhiwei Zhang, Chin-Yew Lin |
| 2015 | EMNLP | LDTM: A Latent Document Type Model for Cumulative Citation Recommendation. | Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si, Chin-Yew Lin |
| 2015 | IJCAI | Topic Modeling with Document Relative Similarities. | Jianguang Du, Jing Jiang, Dandan Song, Lejian Liao |
| 2015 | KSEM | Deriving an Effective Hypergraph Model for Point of Interest Recommendation. | Meng Qi, Xin Li, Lejian Liao, Dandan Song, William K. Cheung |
| 2015 | KSEM | Crafting a Time-Aware Point-of-Interest Recommendation via Pairwise Interaction Tensor Factorization. | Xinqiang Zhao, Xin Li, Lejian Liao, Dandan Song, William K. Cheung |
| 2015 | SIGIR | An Entity Class-Dependent Discriminative Mixture Model for Cumulative Citation Recommendation. | Jingang Wang, Dandan Song, Qifan Wang, Zhiwei Zhang, Luo Si, Lejian Liao, Chin-Yew Lin |
| 2014 | ICDM | Shell Miner: Mining Organizational Phrases in Argumentative Texts in Social Media. | Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao |
| 2014 | PAKDD | ReadBehavior: Reading Probabilities Modeling of Tweets via the Users' Retweeting Behaviors. | Jianguang Du, Dandan Song, Lejian Liao, Xin Li, Li Liu, Guoqiang Li, Guanguo Gao, Guiying Wu |
| 2013 | APWEB | A Self-healing Framework for QoS-Aware Web Service Composition via Case-Based Reasoning. | Guoqiang Li, Lejian Liao, Dandan Song, Jingang Wang, Fuzhen Sun, Guangcheng Liang |
| 2012 | ISNN | Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning. | Lijuan Jia, Dandan Song, Linmi Tao, Yao Lu |
| 2011 | SIGIR | DOM based content extraction via text density. | Fei Sun, Dandan Song, Lejian Liao |
| 2009 | CIBCB | An approach for RNA secondary structure prediction based on Bayesian network. | Tianhua Wu, Zhidong Deng, Dandan Song |
| 2006 | WABI | A Fuzzy Dynamic Programming Approach to Predict RNA Secondary Structure. | Dandan Song, Zhidong Deng |