Vietnamese Word Segmentation with CRFs and SVMs: An Investigation. - Cam-Tu Nguyen; Trung-Kien Nguyen; Xuan Hieu Phan; Le-Minh Nguyen 001; Quang-Thuy Ha (PACLIC, 2006)

Word Segmentation of Vietnamese Texts: a Comparison of Approaches. - Quang Thang Dinh; Hong Phuong Le; Nguyên Thi Minh Huyên; Cam-Tu Nguyen; Mathias Rossignol; Xuân Luong Vu (LREC, 2008)

Matching and Ranking with Hidden Topics towards Online Contextual Advertising. - Dieu-Thu Le; Cam-Tu Nguyen; Quang-Thuy Ha; Xuan Hieu Phan; Susumu Horiguchi (Web Intelligence, 2008)

Web Search Clustering and Labeling with Hidden Topics. - Cam-Tu Nguyen; Xuan Hieu Phan; Susumu Horiguchi; Thu-Trang Nguyen; Quang-Thuy Ha (ACM Trans. Asian Lang. Inf. Process., 2009)

A feature-word-topic model for image annotation. - Cam-Tu Nguyen; Natsuda Kaothanthong; Xuan Hieu Phan; Takeshi Tokuyama (CIKM, 2010)

Cascade of Multi-level Multi-instance Classifiers for Image Annotation. - Cam-Tu Nguyen; Ha Vu Le; Takeshi Tokuyama (KDIR, 2011)

A Hidden Topic-Based Framework toward Building Applications with Short Web Documents. - Xuan Hieu Phan; Cam-Tu Nguyen; Dieu-Thu Le; Minh Le Nguyen 001; Susumu Horiguchi; Quang-Thuy Ha (IEEE Trans. Knowl. Data Eng., 2011)

Fast connection recovery against region failures with landmark-based source routing. - Xiaoliang Wang 001; Xiaohong Jiang 001; Cam-Tu Nguyen; Xiao Zhang 015; Sanglu Lu (DRCN, 2013)

A Multiple Instance Learning Approach to Image Annotation with Saliency Map. - Tran Phuong Nhung; Cam-Tu Nguyen; Jinhee Chun; Ha Vu Le; Takeshi Tokuyama (KDIR/KMIS, 2013)

Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA. - Cam-Tu Nguyen; De-Chuan Zhan; Zhi-Hua Zhou (IJCAI, 2013)

A feature-word-topic model for image annotation and retrieval. - Cam-Tu Nguyen; Natsuda Kaothanthong; Takeshi Tokuyama; Xuan Hieu Phan (ACM Trans. Web, 2013)

Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning. - Cam-Tu Nguyen; Xiaoliang Wang 001; Jing Liu 001; Zhi-Hua Zhou (AAAI, 2014)

Constructing sub-exponentially large optical priority queues with switches and fiber delay lines. - Bin Tang 002; Xiaoliang Wang 001; Cam-Tu Nguyen; Sanglu Lu (ISIT, 2016)

An Efficient Walking Safety Service for Distracted Mobile Users. - Maozhi Tang; Cam-Tu Nguyen; Xiaoliang Wang 001; Sanglu Lu (MASS, 2016)

Conan: Content-aware Access Network Flow Scheduling to Improve QoE of Home Users. - Haixiang Yang; Xiaoliang Wang 001; Cam-Tu Nguyen; Sanglu Lu (SIGCOMM, 2016)

A Virtual Middleboxes Network Placement Algorithm in Multi-tenant Datacenter Networks. - Xuewei Zhang; Xiaoliang Wang 001; Cam-Tu Nguyen; Jian Wang 038; Zhuzhong Qian; Sanglu Lu (ICPADS, 2017)

AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles. - Jianbing Zhang; Yixin Sun; Shujian Huang; Cam-Tu Nguyen; Xiaoliang Wang 001; Xinyu Dai; Jiajun Chen 001; Yang Yu 001 (IJCAI, 2017)

SilentTalk: Lip reading through ultrasonic sensing on mobile phones. - Jiayao Tan; Cam-Tu Nguyen; Xiaoliang Wang 001 (INFOCOM, 2017)

Predicting Happiness State Based on Emotion Representative Mining in Online Social Networks. - Xiao Zhang 015; Wenzhong Li; Hong Huang 001; Cam-Tu Nguyen; Xu Chen 004; Xiaoliang Wang 001; Sanglu Lu (PAKDD (1), 2017)

Joint learning of frequency and word embeddings for multilingual readability assessment. - Dieu-Thu Le; Cam-Tu Nguyen; Xiaoliang Wang 001 (NLP-TEA@ACL, 2018)

Dave the debater: a retrieval-based and generative argumentative dialogue agent. - Dieu-Thu Le; Cam-Tu Nguyen; Kim Anh Nguyen 003 (ArgMining@EMNLP, 2018)

Optimizing User Experience through Implicit Content-aware Network Service in the Home Environment. - Haixiang Yang; Xiaoliang Wang 001; Cam-Tu Nguyen; Sanglu Lu (GROUP, 2018)

Nem: Toward Fine-grained Load Balancing through RNIC EC Offloading. - Xiaoliang Wang 001; Cam-Tu Nguyen; Baoliu Ye; Zhuzhong Qian; Bin Tang 002; Wenzhong Li; Sanglu Lu (HPSR, 2018)

SilentKey: A New Authentication Framework through Ultrasonic-based Lip Reading. - Jiayao Tan; Xiaoliang Wang 001; Cam-Tu Nguyen; Yu Shi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Sampling Based Katz Centrality Estimation for Large-Scale Social Networks. - Mingkai Lin; Wenzhong Li; Cam-Tu Nguyen; Xiaoliang Wang 001; Sanglu Lu (ICA3PP (2), 2019)

Attentive Neural Network for Named Entity Recognition in Vietnamese. - Kim Anh Nguyen 003; Ngan Dong; Cam-Tu Nguyen (RIVF, 2019)

ActiveTracker: Uncovering the Trajectory of App Activities over Encrypted Internet Traffic Streams. - Ding Li; Wenzhong Li; Xiaoliang Wang 001; Cam-Tu Nguyen; Sanglu Lu (SECON, 2019)

App trajectory recognition over encrypted internet traffic based on deep neural network. - Ding Li; Wenzhong Li; Xiaoliang Wang 001; Cam-Tu Nguyen; Sanglu Lu (Comput. Networks, 2020)

Construction of Subexponential-Size Optical Priority Queues With Switches and Fiber Delay Lines. - Bin Tang 002; Xiaoliang Wang 001; Cam-Tu Nguyen; Baoliu Ye; Sanglu Lu (IEEE/ACM Trans. Netw., 2020)

Maximizing the Benefit of RDMA at End Hosts. - Xiaoliang Wang 001; Hexiang Song; Cam-Tu Nguyen; Dongxu Cheng; Tiancheng Jin (INFOCOM, 2021)

Gray Failures Detection for Shared Bicycles. - Hangfan Zhang; Mingchao Zhang; Cam-Tu Nguyen; Wenzhong Li; Sheng Zhang 001; Xiaoliang Wang 001 (WASA (1), 2021)

SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks. - Mingkai Lin; Wenzhong Li; Lynda J. Song; Cam-Tu Nguyen; Xiaoliang Wang 001; Sanglu Lu (ACM Trans. Knowl. Discov. Data, 2021)

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. - Haomin Fu; Yeqin Zhang; Haiyang Yu 003; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li; Cam-Tu Nguyen (EMNLP (Findings), 2022)

Tuning Target Delay for RTT-based Congestion Control. - Jian Tang; Tingting Xu; Cam-Tu Nguyen; Xiaoliang Wang 001; Sanglu Lu; Baoliu Ye (ICNP, 2022)

MINA: Auto-scale In-network Aggregation for Machine Learning Service. - Shichen Dong; Zhixiong Niu; Mingchao Zhang; Zhiying Xu; Chuntao Hu; Wei Wang 002; Pengzhi Zhu; Qingchun Song; Lei Qu; Peng Cheng 005; Yongqiang Xiong; Chen Tian 001; et al. (APNet, 2023)

Diversify Question Generation with Retrieval-Augmented Style Transfer. - Qi Gou; Zehua Xia; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Cam-Tu Nguyen (EMNLP, 2023)

Improving Question Generation with Multi-level Content Planning. - Zehua Xia; Qi Gou; Bowen Yu 002; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Cam-Tu Nguyen (EMNLP (Findings), 2023)

Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. - Yeqin Zhang; Haomin Fu; Cheng Fu 003; Haiyang Yu 003; Yongbin Li; Cam-Tu Nguyen (ICASSP, 2023)

Long Short-Term Planning for Conversational Recommendation Systems. - Xian Li; Hongguang Shi; Yunfei Wang; Yeqin Zhang; Xubin Li; Cam-Tu Nguyen (ICONIP (6), 2023)

Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation. - Wenzhe Du; Haoyang Su; Cam-Tu Nguyen; Jian Sun (ACM Multimedia, 2023)

SQCC: Stable Queue Congestion Control. - Jian Tang; Tingting Xu; Liming Wang; Zhenjie Lin; Ming Zhao; Xiaoliang Wang 001; Cam-Tu Nguyen; Chen Tian 001; Zhuzhong Qian; Wenzhong Li (NoF, 2023)

Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval. - Hongguang Shi; Shuirong Cao; Cam-Tu Nguyen (CoRR, 2023)

Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization. - Shiqi Wang 003; Yeqin Zhang; Cam-Tu Nguyen (AAAI, 2024)

Reward Difference Optimization For Sample Reweighting In Offline RLHF. - Shiqi Wang 003; Zhengze Zhang; Rui Zhao; Fei Tan 002; Cam-Tu Nguyen (EMNLP (Findings), 2024)

Retrospex: Language Agent Meets Offline Reinforcement Learning Critic. - Yufei Xiang; Yiqun Shen; Yeqin Zhang; Cam-Tu Nguyen (EMNLP, 2024)

Sample Efficiency Matters: Training Multimodal Conversational Recommendation Systems in a Small Data Setting. - Haoyang Su; Wenzhe Du; Xiaoliang Wang 001; Cam-Tu Nguyen (ACM Multimedia, 2024)

CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale. - Tingting Xu; Bengbeng Xue; Yang Song 022; Xiaomin Wu; Xiaoxin Peng; Yilong Lyu; Xiaoliang Wang 001; Chen Tian 001; Baoliu Ye; Cam-Tu Nguyen; Biao Lyu; Rong Wen; et al. (USENIX ATC, 2024)

Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization. - Shiqi Wang 003; Yeqin Zhang; Cam-Tu Nguyen (CoRR, 2024)

Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model. - Qi Gou; Cam-Tu Nguyen (CoRR, 2024)

Offline RLHF Methods Need More Accurate Supervision Signals. - Shiqi Wang 003; Zhengze Zhang; Rui Zhao; Fei Tan 002; Cam-Tu Nguyen (CoRR, 2024)

SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding. - Chuanghao Ding; Xuejing Liu; Wei Tang 011; Juan Li; Xiaoliang Wang 001; Rui Zhao; Cam-Tu Nguyen; Fei Tan 002 (CoRR, 2024)

EdgeCross: Cloud Scale Traffic Management at Peering Edges. - Xiaoliang Wang 001; Penghui Mi; Yong Zhu; Baoyi An; Yinhua Wang; Lixiang Wang; Xuezhi Yu; Qiong Xie; Xiang Huang; Mingliang Yin; Chaoyang Ji; Wei Sun; et al. (PACMNET, 2024)

daDPO: Distribution-Aware DPO for Distilling Conversational Abilities. - Zhengze Zhang; Shiqi Wang 003; Yiqun Shen; Simin Guo; Dahua Lin; Xiaoliang Wang 001; Cam-Tu Nguyen; Fei Tan 002 (ACL (Findings), 2025)

Momentum Posterior Regularization for Multi-hop Dense Retrieval. - Zehua Xia; Yuyang Wu; Yiyun Xia; Cam-Tu Nguyen (COLING, 2025)

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 005; Cam-Tu Nguyen; Shaoling Sun; Xiaohu Xu; et al. (INFOCOM, 2025)

Corporate Fraud Detection in Rich-yet-Noisy Financial Graph. - Shiqi Wang 003; Zhibo Zhang; Libing Fang; Cam-Tu Nguyen; Wenzhon Li (CoRR, 2025)

Consultant Decoding: Yet Another Synergistic Mechanism. - Chuanghao Ding; Jiaping Wang; Ziqing Yang 006; Xiaoliang Wang 001; Dahua Lin; Cam-Tu Nguyen; Fei Tan 002 (CoRR, 2025)

SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference. - Yi Zhao; Yajuan Peng; Cam-Tu Nguyen; Zuchao Li; Xiaoliang Wang 001; Hai Zhao 001; Xiaoming Fu 001 (CoRR, 2025)