| 2026 | ACL | CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning. | Dingling Xu, Ruobing Wang, Qingfei Zhao, Yukun Yan, Zhichun Wang, Daren Zha, Shi Yu, Zhenghao Liu, Shuo Wang, Xu Han, Maosong Sun |
| 2026 | ACL | R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning. | Qingfei Zhao, Ruobing Wang, Dingling Xu, Daren Zha, Bowen Ma, Zhichun Wang, Shijie Jia, Limin Liu, Xin Wang |
| 2026 | DASFAA | Event Category Discovery Through Multi-dimensional Event Feature Construction from Textual Structure. | Guoxuan Ding, Yuqing Li, Xin Wang, Daren Zha |
| 2026 | SIGIR | ExDR: Explanation-driven Dynamic Retrieval Enhancement for Multimodal Fake News Detection. | Guoxuan Ding, Yuqing Li, Ziyan Zhou, Zheng Lin, Daren Zha, Jiangnan Li |
| 2025 | CIKM | EventPuzzle: A Benchmark for Multi-Perspective Event Prediction Based on Event Arguments. | Guoxuan Ding, Junhao Zhou, Yuqing Li, Xiaobo Guo, Xin Wang, Daren Zha |
| 2025 | COLING | Fusion meets Function: The Adaptive Selection-Generation Approach in Event Argument Extraction. | Guoxuan Ding, Xiaobo Guo, Xin Wang, Lei Wang, Tianshu Fu, Nan Mu, Daren Zha |
| 2025 | COLING | Graph Representation Learning in Hyperbolic Space via Dual-Masked. | Rui Gong, Zuyun Jiang, Daren Zha |
| 2025 | EMNLP | DeepNote: Note-Centric Deep Retrieval-Augmented Generation. | Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun |
| 2025 | ICASSP | A Diffusion Model over Directed Acyclic Graphs for Event Schema Generation. | Guoxuan Ding, Haotian Jin, Xiaobo Guo, Xin Wang, Nan Mu, Lei Wang, Daren Zha |
| 2025 | IJCNN | FlexFFN: Hierarchical Dynamic Selection of Feedforward Networks for Large Language Models. | Miaobo Hu, Bokun Wang, Haoyuan Teng, Hongyu Yao, Daren Zha, Xin Wang, Jun Xiao, Lei Wang |
| 2025 | PRICAI | HyKAG: Hybrid Knowledge-Aware Retrieval-Augmented Generation for Knowledge-Intensive Questions. | Qingfei Zhao, Ruobing Wang, Daren Zha, Zhihao Tang |
| 2024 | ACL | Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations. | Bowen Shen, Zheng Lin, Daren Zha, Wei Liu, Jian Luan, Bin Wang, Weiping Wang |
| 2024 | CSCWD | Dynamic Graph Embedding via Self-Attention in the Lorentz Space. | Dingyang Duan, Daren Zha, Zeyi Liu, Yu Chen |
| 2024 | EMNLP | LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering. | Qingfei Zhao, Ruobing Wang, Yukuo Cen, Daren Zha, Shicheng Tan, Yuxiao Dong, Jie Tang |
| 2024 | ICASSP | Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Tianci Wang, Daren Zha, Xin Wang |
| 2024 | SIGIR | Disentangled Contrastive Hypergraph Learning for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Tianqi He, Haitao Wang, Gaode Chen, Daren Zha, Qiang Liu, Xingxing Wang |
| 2023 | CSCWD | RZSR Randomly Initialized Zero-Shot Method for Blind Super-Resolution. | Tianshu Fu, Guanqun Liu, Xin Wang, Daren Zha, Jiahui Shen |
| 2023 | CSCWD | RW-MMDCG: Muti-modal via Rolling-Window Directed Graph Network for Conversational Emotion Recognition. | Ruobing Wang, Daren Zha, Qingfei Zhao, Yuanye He, Xin Wang |
| 2023 | DASFAA | Multi-view Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Gaode Chen, Tianci Wang, Daren Zha |
| 2022 | CSCWD | Convolutional 3D Embedding for Knowledge Graph Completion. | Wenying Feng, Daren Zha, Lei Wang, Xiaobo Guo |
| 2022 | DSN | Invoke-Deobfuscation: AST-Based and Semantics-Preserving Deobfuscation for PowerShell Scripts. | Huajun Chai, Lingyun Ying, Haixin Duan, Daren Zha |
| 2022 | ICONIP | MSK-Net: Multi-source Knowledge Base Enhanced Networks for Script Event Prediction. | Shuang Yang, Daren Zha, Cong Xue |
| 2022 | ICWE | Dynamic Network Embedding in Hyperbolic Space via Self-attention. | Dingyang Duan, Daren Zha, Xiao Yang, Nan Mu, Jiahui Shen |
| 2022 | KSEM | IMDb30: A Multi-relational Knowledge Graph Dataset of IMDb Movies. | Wenying Feng, Daren Zha, Lei Wang, Xiaobo Guo |
| 2022 | SEKE | Dynamic Heterogeneous Information Network Embedding in Hyperbolic Space. | Dingyang Duan, Daren Zha, Xiao Yang, Xiaobo Guo |
| 2021 | CSCWD | First-order and High-order Information Fusion over Heterogeneous Information Network for Top-N Recommendation System. | Nan Mu, Daren Zha |
| 2021 | CSCWD | Gated Knowledge Graph Neural Networks for Top-N Recommendation System. | Nan Mu, Daren Zha, Rui Gong |
| 2021 | CSCWD | Graph Attention Autoencoder for Collaborative Pair-wise Ranking. | Nan Mu, Daren Zha, Yuanye He, Lin Zhao |
| 2021 | DASFAA | Neural Demographic Prediction in Social Media with Deep Multi-view Multi-task Learning. | Yantong Lai, Yijun Su, Cong Xue, Daren Zha |
| 2021 | DASFAA | MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions. | Fali Wang, Zheng Lin, Zhengxiao Liu, Mingyu Zheng, Lei Wang, Daren Zha |
| 2021 | ICONIP | Efficient, Low-Cost, Real-Time Video Super-Resolution Network. | Guanqun Liu, Xin Wang, Daren Zha, Lei Wang, Lin Zhao |
| 2021 | IJCNN | Hierarchical and Multi-Resolution Preference Modeling for Next POI Recommendation. | Yanyan Zhao, Jingyi Liu, Daren Zha, Kai Liu |
| 2021 | ICTAI | FRAGAN-VSR: Frame-Recurrent Attention Generative Adversarial Network for Video Super-Resolution. | Yuzhen Zhang, Guanqun Liu, Yanyan Zhao, Daren Zha, Xin Wang, Lin Zhao, Lei Wang |
| 2021 | KSEM | Representing Knowledge Graphs with Gaussian Mixture Embedding. | Wenying Feng, Daren Zha, Xiaobo Guo, Yao Dong, Yuanye He |
| 2020 | IJCNN | FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences. | Yijun Su, Jia-Dong Zhang, Xiang Li, Daren Zha, Ji Xiang, Wei Tang, Neng Gao |
| 2020 | ISPA | NarGNN: Narrative Graph Neural Networks for New Script Event Prediction Problem. | Shuang Yang, Fali Wang, Daren Zha, Cong Xue, Zhihao Tang |
| 2020 | SEKE | Collaborative Denoising Graph Attention Autoencoders for Social Recommendation. | Nan Mu, Daren Zha, Lin Zhao, Rui Gong |
| 2019 | CSCWD | Intention Understanding Model Inspired by CBC Loops. | Jiahui Shen, Ji Xiang, Daren Zha, Tianshu Fu, Dingyang Duan |
| 2019 | DASFAA | Perceiving Topic Bubbles: Local Topic Detection in Spatio-Temporal Tweet Stream. | Junsha Chen, Neng Gao, Cong Xue, Chenyang Tu, Daren Zha |
| 2019 | ICONIP | Node-Edge Bilateral Attributed Network Embedding. | Jingjie Mo, Neng Gao, Ji Xiang, Daren Zha |
| 2019 | ICONIP | HRec: Heterogeneous Graph Embedding-Based Personalized Point-of-Interest Recommendation. | Yijun Su, Xiang Li, Daren Zha, Wei Tang, Yiwen Jiang, Ji Xiang, Neng Gao |
| 2019 | ICONIP | A Robust Embedding for Attributed Networks with Outliers. | Cheng Zhang, Le Zhang, Yuanye He, Daren Zha |
| 2019 | IJCNN | Personalized Point-of-Interest Recommendation on Ranking with Poisson Factorization. | Yijun Su, Xiang Li, Wei Tang, Daren Zha, Ji Xiang, Neng Gao |
| 2019 | IJCNN | A Multi-granularity Neural Network for Answer Sentence Selection. | Chenggong Zhang, Weijuan Zhang, Daren Zha, Pengjie Ren, Nan Mu |
| 2019 | IJCNN | Dynamic Network Embedding by Semantic Evolution. | Yujing Zhou, Weile Liu, Yang Pei, Lei Wang, Daren Zha, Tianshu Fu |
| 2019 | ICTAI | Graph Attention Networks for Neural Social Recommendation. | Nan Mu, Daren Zha, Yuanye He, Zhihao Tang |
| 2019 | UIC | Your Pedometer Tells You: Attribute Inference via Daily Walking Step Count. | Yiwen Jiang, Wei Tang, Neng Gao, Ji Xiang, Daren Zha, Xiang Li |
| 2019 | UIC | PPSI: Practical Private Set Intersection Over Large-Scale Datasets. | Shuo Qiu, Zekun Dai, Daren Zha, Zheng Zhang, Yanan Liu |
| 2019 | UIC | A Practical Differentially Private Support Vector Machine. | Feifei Xu, Jia Peng, Ji Xiang, Daren Zha |
| 2018 | FC | Blockchain-Based Certificate Transparency and Revocation Transparency. | Ze Wang, Jingqiang Lin, Quanwei Cai, Qiongxiao Wang, Jiwu Jing, Daren Zha |
| 2018 | ICONIP | CNN-Based Chinese Character Recognition with Skeleton Feature. | Wei Tang, Yijun Su, Xiang Li, Daren Zha, Weiyu Jiang, Neng Gao, Ji Xiang |
| 2014 | ISPEC | Implementing a Covert Timing Channel Based on Mimic Function. | Jing Wang, Le Guan, Limin Liu, Daren Zha |
| 2014 | SecureComm | EFS: Efficient and Fault-Scalable Byzantine Fault Tolerant Systems Against Faulty Clients. | Quanwei Cai, Jingqiang Lin, Fengjun Li, Qiongxiao Wang, Daren Zha |
| 2013 | TrustCom | From Mini House Game to Hobby-Driven Behavioral Biometrics-Based Password. | Weiyu Jiang, Ji Xiang, Limin Liu, Daren Zha, Lei Wang |
| 2011 | TrustCom | Launching Return-Oriented Programming Attacks against Randomized Relocatable Executables. | Limin Liu, Jin Han, Debin Gao, Jiwu Jing, Daren Zha |
| 2010 | ICCSA | Proactive Identification and Prevention of Unexpected Future Rule Conflicts in Attribute Based Access Control. | Daren Zha, Jiwu Jing, Peng Liu, Jingqiang Lin, Xiaoqi Jia |
| 2010 | ISPEC | Mitigating the Malicious Trust Expansion in Social Network Service. | Daren Zha, Jiwu Jing, Le Kang |