Cam-Tu Nguyen

77 papers A* 13A 1B 8C 2Misc 1Journal 33Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fine-Grained Scheduling of In-Network Aggregation Resources for Efficient Machine Learning Service.
IEEE Trans. Netw.
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, Guihai Chen
2026 J jnl
LLM-based Embeddings: Attention Values Encode Sentence Semantics Better Than Hidden States.
CoRR
Yeqin Zhang, Yunfei Wang, Jiaxuan Chen, Ke Qin, Yizheng Zhao, Cam-Tu Nguyen
2026 J jnl
LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval.
CoRR
Zhibo Zhang, Yang Xu, Kai Ming Ting, Cam-Tu Nguyen
2026 A* conf
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation.
AAAI
Yeqin Zhang, Yizheng Zhao, Chen Hu, Binxing Jiao, Daxin Jiang, Ruihang Miao, Cam-Tu Nguyen
2026 J jnl
LifeBench: A Benchmark for Long-Horizon Multi-Source Memory.
CoRR
Zihao Cheng, Weixin Wang, Yu Zhao, Ziyang Ren, Jiaxuan Chen, Ruiyang Xu, Shuai Huang, Yang Chen, Guowei Li, Mengshi Wang, Yi Xie, Ren Zhu, Zeren Jiang, Keda Lu, Yihong Li, Xiaoliang Wang, Liwei Liu, Cam-Tu Nguyen
2025 J jnl
Accelerating Network Features Deployment With Heterogeneous Platforms.
IEEE Trans. Netw.
Tingting Xu, Xiaoliang Wang, Chen Tian, Yun Xiong, Baoliu Ye, Sanglu Lu, Cam-Tu Nguyen
2025 J jnl
Consultant Decoding: Yet Another Synergistic Mechanism.
CoRR
Chuanghao Ding, Jiaping Wang, Ziqing Yang, Xiaoliang Wang, Dahua Lin, Cam-Tu Nguyen, Fei Tan
2025 J jnl
Corporate Fraud Detection in Rich-yet-Noisy Financial Graph.
CoRR
Shiqi Wang, Zhibo Zhang, Libing Fang, Cam-Tu Nguyen, Wenzhon Li
2025 — conf
LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation.
EMNLP (Findings)
Yiqun Shen, Song Yuan, Zhengze Zhang, Xiaoliang Wang, Daxin Jiang, Cam-Tu Nguyen
2025 J jnl
LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation.
CoRR
Yiqun Shen, Song Yuan, Zhengze Zhang, Xiaoliang Wang, Daxin Jiang, Cam-Tu Nguyen
2025 J jnl
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation.
CoRR
Yeqin Zhang, Yizheng Zhao, Chen Hu, Binxing Jiao, Daxin Jiang, Ruihang Miao, Cam-Tu Nguyen
2025 A* conf
Mina: Fine-Grained In-network Aggregation Resource Scheduling for Machine Learning Service.
INFOCOM
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
2025 B conf
Momentum Posterior Regularization for Multi-hop Dense Retrieval.
COLING
Zehua Xia, Yuyang Wu, Yiyun Xia, Cam-Tu Nguyen
2025 J jnl
Momentum Posterior Regularization for Multi-hop Dense Retrieval.
CoRR
Zehua Xia, Yuyang Wu, Yiyun Xia, Cam-Tu Nguyen
2025 J jnl
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic.
CoRR
Yufei Xiang, Yiqun Shen, Yeqin Zhang, Cam-Tu Nguyen
2025 J jnl
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference.
CoRR
Yi Zhao, Yajuan Peng, Cam-Tu Nguyen, Zuchao Li, Xiaoliang Wang, Hai Zhao, Xiaoming Fu
2025 — conf
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities.
ACL (Findings)
Zhengze Zhang, Shiqi Wang, Yiqun Shen, Simin Guo, Dahua Lin, Xiaoliang Wang, Cam-Tu Nguyen, Fei Tan
2025 J jnl
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities.
CoRR
Zhengze Zhang, Shiqi Wang, Yiqun Shen, Simin Guo, Dahua Lin, Xiaoliang Wang, Cam-Tu Nguyen, Fei Tan
2024 — conf
CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale.
USENIX ATC
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
2024 J jnl
EdgeCross: Cloud Scale Traffic Management at Peering Edges.
PACMNET
Xiaoliang Wang, Penghui Mi, Yong Zhu, Baoyi An, Yinhua Wang, Lixiang Wang, Xuezhi Yu, Qiong Xie, Xiang Huang, Mingliang Yin, Chaoyang Ji, Wei Sun, Yihang Lv, Yuhang Chen, Cam-Tu Nguyen, Chen Tian, Xiaoming Fu
2024 A* conf
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization.
AAAI
Shiqi Wang, Yeqin Zhang, Cam-Tu Nguyen
2024 J jnl
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization.
CoRR
Shiqi Wang, Yeqin Zhang, Cam-Tu Nguyen
2024 J jnl
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model.
CoRR
Qi Gou, Cam-Tu Nguyen
2024 J jnl
Offline RLHF Methods Need More Accurate Supervision Signals.
CoRR
Shiqi Wang, Zhengze Zhang, Rui Zhao, Fei Tan, Cam-Tu Nguyen
2024 A* conf
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic.
EMNLP
Yufei Xiang, Yiqun Shen, Yeqin Zhang, Cam-Tu Nguyen
2024 — conf
Reward Difference Optimization For Sample Reweighting In Offline RLHF.
EMNLP (Findings)
Shiqi Wang, Zhengze Zhang, Rui Zhao, Fei Tan, Cam-Tu Nguyen
2024 A* conf
Sample Efficiency Matters: Training Multimodal Conversational Recommendation Systems in a Small Data Setting.
ACM Multimedia
Haoyang Su, Wenzhe Du, Xiaoliang Wang, Cam-Tu Nguyen
2024 J jnl
SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding.
CoRR
Chuanghao Ding, Xuejing Liu, Wei Tang, Juan Li, Xiaoliang Wang, Rui Zhao, Cam-Tu Nguyen, Fei Tan
2023 Misc conf
Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs.
ICASSP
Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen
2023 J jnl
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs.
CoRR
Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen
2023 A* conf
Diversify Question Generation with Retrieval-Augmented Style Transfer.
EMNLP
Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023 J jnl
Diversify Question Generation with Retrieval-Augmented Style Transfer.
CoRR
Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023 A* conf
Enhancing Product Representation with Multi-form Interactions for Multimodal Conversational Recommendation.
ACM Multimedia
Wenzhe Du, Haoyang Su, Cam-Tu Nguyen, Jian Sun
2023 — conf
Improving Question Generation with Multi-level Content Planning.
EMNLP (Findings)
Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023 J jnl
Improving Question Generation with Multi-level Content Planning.
CoRR
Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023 — conf
Long Short-Term Planning for Conversational Recommendation Systems.
ICONIP (6)
Xian Li, Hongguang Shi, Yunfei Wang, Yeqin Zhang, Xubin Li, Cam-Tu Nguyen
2023 J jnl
Long Short-Term Planning for Conversational Recommendation Systems.
CoRR
Xian Li, Hongguang Shi, Yunfei Wang, Yeqin Zhang, Xubin Li, Cam-Tu Nguyen
2023 — conf
MINA: Auto-scale In-network Aggregation for Machine Learning Service.
APNet
Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Wei Wang, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Yongqiang Xiong, Chen Tian, Cam-Tu Nguyen, Xiaoliang Wang
2023 J jnl
Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval.
CoRR
Hongguang Shi, Shuirong Cao, Cam-Tu Nguyen
2023 — conf
SQCC: Stable Queue Congestion Control.
NoF
Jian Tang, Tingting Xu, Liming Wang, Zhenjie Lin, Ming Zhao, Xiaoliang Wang, Cam-Tu Nguyen, Chen Tian, Zhuzhong Qian, Wenzhong Li
2022 — conf
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots.
EMNLP (Findings)
Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen
2022 J jnl
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots.
CoRR
Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen
2022 B conf
Tuning Target Delay for RTT-based Congestion Control.
ICNP
Jian Tang, Tingting Xu, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu, Baoliu Ye
2021 — conf
Gray Failures Detection for Shared Bicycles.
WASA (1)
Hangfan Zhang, Mingchao Zhang, Cam-Tu Nguyen, Wenzhong Li, Sheng Zhang, Xiaoliang Wang
2021 A* conf
Maximizing the Benefit of RDMA at End Hosts.
INFOCOM
Xiaoliang Wang, Hexiang Song, Cam-Tu Nguyen, Dongxu Cheng, Tiancheng Jin
2021 J jnl
SAKE: Estimating Katz Centrality Based on Sampling for Large-Scale Social Networks.
ACM Trans. Knowl. Discov. Data
Mingkai Lin, Wenzhong Li, Lynda J. Song, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu
2020 J jnl
App trajectory recognition over encrypted internet traffic based on deep neural network.
Comput. Networks
Ding Li, Wenzhong Li, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2020 J jnl
Construction of Subexponential-Size Optical Priority Queues With Switches and Fiber Delay Lines.
IEEE/ACM Trans. Netw.
Bin Tang, Xiaoliang Wang, Cam-Tu Nguyen, Baoliu Ye, Sanglu Lu
2019 B conf
ActiveTracker: Uncovering the Trajectory of App Activities over Encrypted Internet Traffic Streams.
SECON
Ding Li, Wenzhong Li, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2019 — conf
Attentive Neural Network for Named Entity Recognition in Vietnamese.
RIVF
Kim Anh Nguyen, Ngan Dong, Cam-Tu Nguyen
2019 J jnl
Construction of Subexponential-Size Optical Priority Queues with Switches and Fiber Delay Lines.
CoRR
Bin Tang, Xiaoliang Wang, Cam-Tu Nguyen, Baoliu Ye, Sanglu Lu
2019 — conf
Sampling Based Katz Centrality Estimation for Large-Scale Social Networks.
ICA3PP (2)
Mingkai Lin, Wenzhong Li, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu
2018 — conf
Dave the debater: a retrieval-based and generative argumentative dialogue agent.
ArgMining@EMNLP
Dieu-Thu Le, Cam-Tu Nguyen, Kim Anh Nguyen
2018 — conf
Joint learning of frequency and word embeddings for multilingual readability assessment.
NLP-TEA@ACL
Dieu-Thu Le, Cam-Tu Nguyen, Xiaoliang Wang
2018 C conf
Nem: Toward Fine-grained Load Balancing through RNIC EC Offloading.
HPSR
Xiaoliang Wang, Cam-Tu Nguyen, Baoliu Ye, Zhuzhong Qian, Bin Tang, Wenzhong Li, Sanglu Lu
2018 B conf
Optimizing User Experience through Implicit Content-aware Network Service in the Home Environment.
GROUP
Haixiang Yang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2018 J jnl
SilentKey: A New Authentication Framework through Ultrasonic-based Lip Reading.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Jiayao Tan, Xiaoliang Wang, Cam-Tu Nguyen, Yu Shi
2017 B conf
A Virtual Middleboxes Network Placement Algorithm in Multi-tenant Datacenter Networks.
ICPADS
Xuewei Zhang, Xiaoliang Wang, Cam-Tu Nguyen, Jian Wang, Zhuzhong Qian, Sanglu Lu
2017 A* conf
AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles.
IJCAI
Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu
2017 — conf
Predicting Happiness State Based on Emotion Representative Mining in Online Social Networks.
PAKDD (1)
Xiao Zhang, Wenzhong Li, Hong Huang, Cam-Tu Nguyen, Xu Chen, Xiaoliang Wang, Sanglu Lu
2017 A* conf
SilentTalk: Lip reading through ultrasonic sensing on mobile phones.
INFOCOM
Jiayao Tan, Cam-Tu Nguyen, Xiaoliang Wang
2016 B conf
An Efficient Walking Safety Service for Distracted Mobile Users.
MASS
Maozhi Tang, Cam-Tu Nguyen, Xiaoliang Wang, Sanglu Lu
2016 A* conf
Conan: Content-aware Access Network Flow Scheduling to Improve QoE of Home Users.
SIGCOMM
Haixiang Yang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2016 J jnl
Constructing Sub-exponentially Large Optical Priority Queues with Switches and Fiber Delay Lines.
CoRR
Bin Tang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2016 B conf
Constructing sub-exponentially large optical priority queues with switches and fiber delay lines.
ISIT
Bin Tang, Xiaoliang Wang, Cam-Tu Nguyen, Sanglu Lu
2014 A* conf
Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning.
AAAI
Cam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou
2013 — conf
A Multiple Instance Learning Approach to Image Annotation with Saliency Map.
KDIR/KMIS
Tran Phuong Nhung, Cam-Tu Nguyen, Jinhee Chun, Ha Vu Le, Takeshi Tokuyama
2013 J jnl
A feature-word-topic model for image annotation and retrieval.
ACM Trans. Web
Cam-Tu Nguyen, Natsuda Kaothanthong, Takeshi Tokuyama, Xuan Hieu Phan
2013 — conf
Fast connection recovery against region failures with landmark-based source routing.
DRCN
Xiaoliang Wang, Xiaohong Jiang, Cam-Tu Nguyen, Xiao Zhang, Sanglu Lu
2013 A* conf
Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA.
IJCAI
Cam-Tu Nguyen, De-Chuan Zhan, Zhi-Hua Zhou
2011 J jnl
A Hidden Topic-Based Framework toward Building Applications with Short Web Documents.
IEEE Trans. Knowl. Data Eng.
Xuan Hieu Phan, Cam-Tu Nguyen, Dieu-Thu Le, Minh Le Nguyen, Susumu Horiguchi, Quang-Thuy Ha
2011 — conf
Cascade of Multi-level Multi-instance Classifiers for Image Annotation.
KDIR
Cam-Tu Nguyen, Ha Vu Le, Takeshi Tokuyama
2010 A conf
A feature-word-topic model for image annotation.
CIKM
Cam-Tu Nguyen, Natsuda Kaothanthong, Xuan Hieu Phan, Takeshi Tokuyama
2009 J jnl
Web Search Clustering and Labeling with Hidden Topics.
ACM Trans. Asian Lang. Inf. Process.
Cam-Tu Nguyen, Xuan Hieu Phan, Susumu Horiguchi, Thu-Trang Nguyen, Quang-Thuy Ha
2008 — conf
Matching and Ranking with Hidden Topics towards Online Contextual Advertising.
Web Intelligence
Dieu-Thu Le, Cam-Tu Nguyen, Quang-Thuy Ha, Xuan Hieu Phan, Susumu Horiguchi
2008 B conf
Word Segmentation of Vietnamese Texts: a Comparison of Approaches.
LREC
Quang Thang Dinh, Hong Phuong Le, Nguyên Thi Minh Huyên, Cam-Tu Nguyen, Mathias Rossignol, Xuân Luong Vu
2006 C conf
Vietnamese Word Segmentation with CRFs and SVMs: An Investigation.
PACLIC
Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan Hieu Phan, Le-Minh Nguyen, Quang-Thuy Ha