| 2026 | AAAI | Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation. | Yeqin Zhang, Yizheng Zhao, Chen Hu, Binxing Jiao, Daxin Jiang, Ruihang Miao, Cam-Tu Nguyen |
| 2026 | ACL | MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment. | Juan Li, Chuanghao Ding, Xujie Zhang, Cam-Tu Nguyen |
| 2026 | ACL | Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale Databases. | Yuyang Wu, Xiaoliang Wang, Cam-Tu Nguyen |
| 2026 | ACL | Thermometer of Thoughts: Enhancing LLM's Exploration via Attention Temperature Modulation. | Zhiyuan Yu, Shijian Xiao, Cam-Tu Nguyen, Zhangyue Yin, Lekai Xing, Wenzhong Li, Sanglu Lu |
| 2026 | ACL | LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval. | Zhibo Zhang, Yang Xu, Kai Ming Ting, Cam-Tu Nguyen |
| 2026 | ACL | TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models. | Yi Zhao, Yajuan Peng, Cam-Tu Nguyen, Zuchao Li, Xiaoliang Wang, Xiaoming Fu, Hai Zhao |
| 2026 | SIGCOMM | GPU-Centric Stateless LLM Serving With GIGANETS. | Xiaoliang Wang, Zhenwei Pi, Rui Zhang, Cam-Tu Nguyen |
| 2025 | ACL | daDPO: Distribution-Aware DPO for Distilling Conversational Abilities. | Zhengze Zhang, Shiqi Wang, Yiqun Shen, Simin Guo, Dahua Lin, Xiaoliang Wang, Cam-Tu Nguyen, Fei Tan |
| 2025 | COLING | Momentum Posterior Regularization for Multi-hop Dense Retrieval. | Zehua Xia, Yuyang Wu, Yiyun Xia, Cam-Tu Nguyen |
| 2025 | EMNLP | LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation. | Yiqun Shen, Song Yuan, Zhengze Zhang, Xiaoliang Wang, Daxin Jiang, Cam-Tu Nguyen |
| 2025 | INFOCOM | Mina: Fine-Grained In-network Aggregation Resource Scheduling for Machine Learning Service. | Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Cam-Tu Nguyen, Shaoling Sun, Xiaohu Xu, Yongqiang Xiong, Wei Wang, Xiaoliang Wang |
| 2024 | AAAI | Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization. | Shiqi Wang, Yeqin Zhang, Cam-Tu Nguyen |
| 2024 | EMNLP | Reward Difference Optimization For Sample Reweighting In Offline RLHF. | Shiqi Wang, Zhengze Zhang, Rui Zhao, Fei Tan, Cam-Tu Nguyen |
| 2024 | EMNLP | Retrospex: Language Agent Meets Offline Reinforcement Learning Critic. | Yufei Xiang, Yiqun Shen, Yeqin Zhang, Cam-Tu Nguyen |
| 2024 | USENIX | CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale. | Tingting Xu, Bengbeng Xue, Yang Song, Xiaomin Wu, Xiaoxin Peng, Yilong Lyu, Xiaoliang Wang, Chen Tian, Baoliu Ye, Cam-Tu Nguyen, Biao Lyu, Rong Wen, Zhigang Zong, Shunmin Zhu |
| 2023 | EMNLP | Diversify Question Generation with Retrieval-Augmented Style Transfer. | Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen |
| 2023 | EMNLP | Improving Question Generation with Multi-level Content Planning. | Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen |
| 2023 | ICASSP | Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. | Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen |
| 2023 | ICONIP | Long Short-Term Planning for Conversational Recommendation Systems. | Xian Li, Hongguang Shi, Yunfei Wang, Yeqin Zhang, Xubin Li, Cam-Tu Nguyen |
| 2022 | EMNLP | Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. | Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen |
| 2022 | ICNP | Tuning Target Delay for RTT-based Congestion Control. | Jian Tang, Tingting Xu, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu, Baoliu Ye |
| 2021 | INFOCOM | Maximizing the Benefit of RDMA at End Hosts. | Xiaoliang Wang, Hexiang Song, Cam-Tu Nguyen, Dongxu Cheng, Tiancheng Jin |
| 2019 | ICA3PP | Sampling Based Katz Centrality Estimation for Large-Scale Social Networks. | Mingkai Lin, Wenzhong Li, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu |
| 2019 | SECON | ActiveTracker: Uncovering the Trajectory of App Activities over Encrypted Internet Traffic Streams. | Ding Li, Wenzhong Li, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu |
| 2018 | Group | Optimizing User Experience through Implicit Content-aware Network Service in the Home Environment. | Haixiang Yang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu |
| 2018 | HPSR | Nem: Toward Fine-grained Load Balancing through RNIC EC Offloading. | Xiaoliang Wang, Cam-Tu Nguyen, Baoliu Ye, Zhuzhong Qian, Bin Tang, Wenzhong Li, Sanglu Lu |
| 2017 | ICPADS | A Virtual Middleboxes Network Placement Algorithm in Multi-tenant Datacenter Networks. | Xuewei Zhang, Xiaoliang Wang, Cam-Tu Nguyen, Jian Wang, Zhuzhong Qian, Sanglu Lu |
| 2017 | IJCAI | AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles. | Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu |
| 2017 | INFOCOM | SilentTalk: Lip reading through ultrasonic sensing on mobile phones. | Jiayao Tan, Cam-Tu Nguyen, Xiaoliang Wang |
| 2017 | PAKDD | Predicting Happiness State Based on Emotion Representative Mining in Online Social Networks. | Xiao Zhang, Wenzhong Li, Hong Huang, Cam-Tu Nguyen, Xu Chen, Xiaoliang Wang, Sanglu Lu |
| 2016 | ISIT | Constructing sub-exponentially large optical priority queues with switches and fiber delay lines. | Bin Tang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu |
| 2016 | MASS | An Efficient Walking Safety Service for Distracted Mobile Users. | Maozhi Tang, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu |
| 2016 | SIGCOMM | Conan: Content-aware Access Network Flow Scheduling to Improve QoE of Home Users. | Haixiang Yang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu |
| 2014 | AAAI | Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning. | Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou |
| 2013 | IC3K | A Multiple Instance Learning Approach to Image Annotation with Saliency Map. | Tran Phuong Nhung, Cam-Tu Nguyen, Jinhee Chun, Ha Vu Le, Takeshi Tokuyama |
| 2013 | IJCAI | Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA. | Cam-Tu Nguyen, De-Chuan Zhan, Zhi-Hua Zhou |
| 2011 | IC3K | Cascade of Multi-level Multi-instance Classifiers for Image Annotation. | Cam-Tu Nguyen, Ha Vu Le, Takeshi Tokuyama |
| 2010 | CIKM | A feature-word-topic model for image annotation. | Cam-Tu Nguyen, Natsuda Kaothanthong, Xuan Hieu Phan, Takeshi Tokuyama |
| 2008 | LREC | Word Segmentation of Vietnamese Texts: a Comparison of Approaches. | Quang Thang Dinh, Hong Phuong Le, Nguyn Thi Minh Huyn, Cam-Tu Nguyen, Mathias Rossignol, Xun Luong Vu |
| 2006 | PACLIC | Vietnamese Word Segmentation with CRFs and SVMs: An Investigation. | Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan Hieu Phan, Le-Minh Nguyen, Quang-Thuy Ha |