| 2026 | AAAI | ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning. | Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu |
| 2026 | ISPDC | Tuning for the Code: Exploring Optimizations of an MPI Library for a Community Application. | Xu Huang, Carsten Clauss, Simon Pickartz |
| 2026 | LICS | Fat Cell Structures and Generalized Algebraic Theories. | Xu Huang, Carlo Angiuli |
| 2025 | EMNLP | ACEBench: A Comprehensive Evaluation of LLM Tool Usage. | Chen Chen, Xinlong Hao, Weiwen Liu, Xu Huang, Xingshan Zeng, Shuai Yu, Dexun Li, Yuefeng Huang, Xiangcheng Liu, Xinzhi Wang, Wu Liu |
| 2025 | EMNLP | BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models. | Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan |
| 2025 | EMNLP | GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. | Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Ral Vzquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jrg Tiedemann |
| 2025 | EMNLP | QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory. | Yihang Wang, Xu Huang, Bowen Tian, Yueyang Su, Lei Yu, Huaming Liao, Yixing Fan, Jiafeng Guo, Xueqi Cheng |
| 2025 | EMNLP | iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use. | Yirong Zeng, Xiao Ding, Yuxian Wang, Weiwen Liu, Yutai Hou, Wu Ning, Xu Huang, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu |
| 2025 | HCI | A Self-determination Theory Approach Using BP Artificial Neural Network to Predict College Students' AI Learning Behavior. | Meiling Hong, Xu Huang |
| 2025 | HCI | Multi-Modal Feature Adaptation for Elderly Reading Enhancement: An Immersion-Based Facial Expression Recognition Approach. | Xu Huang |
| 2025 | ICANN | Supervised Feature Selection with Class Self-representation. | Bo Peng, Yan Chu, Baihan Jing, Xu Huang, Zhengkui Wang, Zhong Chu |
| 2025 | ICLR | ToolACE: Winning the Points of LLM Function Calling. | Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen |
| 2025 | IECON | Dual-Domain Separation Deconvolution Algorithm of Speed Signal for Gear Fault Detection under Variable-Speed Conditions. | Xu Huang, Jianzhong Zhang, Shuai Xu, Zheng Xu, Ning Wang, Guohua Li |
| 2025 | WWW | HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation. | Xu Huang, Xiaolong Chen, Yichao Wang, Weiwen Liu, Yang Yang, Xingmei Wang, Defu Lian, Ruiming Tang |
| 2024 | AAAI | iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction. | Xu Huang, Chuyao Luo, Bowen Zhang, Huiwei Lin, Xutao Li, Yunming Ye |
| 2024 | ACL | Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation. | Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang |
| 2024 | COLING | EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection. | Daijun Ding, Li Dong, Zhichao Huang, Guangning Xu, Xu Huang, Bo Liu, Liwen Jing, Bowen Zhang |
| 2024 | HCI | Engagement of Electronic Word-of-Mouth on M-Health Platforms. | Meiling Hong, Xu Huang, Zhenfeng Ge |
| 2024 | HCI | Emotion Recognition in Dance: A Novel Approach Using Laban Movement Analysis and Artificial Intelligence. | Hong Wang, Chenyang Zhao, Xu Huang, Yaguang Zhu, Chengyi Qu, Wenbin Guo |
| 2024 | ICASSP | Cross-Target Stance Detection by Exploiting Target Analytical Perspectives. | Daijun Ding, Rong Chen, Liwen Jing, Bowen Zhang, Xu Huang, Li Dong, Xiaowen Zhao, Ge Song |
| 2024 | ICASSP | Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. | Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen |
| 2024 | ICML | Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation. | Yuanhao Pu, Xiaolong Chen, Xu Huang, Jin Chen, Defu Lian, Enhong Chen |
| 2024 | IJCNN | HGSVerb: Improving Zero-shot Text Classification via Hierarchical Generative Semantic-Aware Verbalizer. | Zifeng Liu, Xu Huang, Weipeng Chen, Jin Liu |
| 2024 | IGARSS | Comparative Analysis of Advanced Feature Matching Algorithms in Challenging High Spatial Resolution Optical Satellite Stereo Scenarios. | Qiyan Luo, Jidan Zhang, Yuzhen Xie, Xu Huang, Ting Han |
| 2024 | KDD | RecExplainer: Aligning Large Language Models for Explaining Recommendation Models. | Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie |
| 2024 | VTC | CVTSA: Cooperative VNF and Time-Slot Scheduling Algorithm for NFV Orchestration. | Chenxi Liao, Jia Chen, Deyun Gao, Xu Huang, Jingjing Liu, Shang Liu, Dongsheng Qian |
| 2024 | WWW | A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems. | Xu Huang, Jianxun Lian, Hao Wang, Hao Liao, Defu Lian, Xing Xie |
| 2024 | WWW | RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems. | Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie |
| 2023 | EMNLP | IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems. | Xu Huang, Zhirui Zhang, Ruize Gao, Yichao Du, Lemao Liu, Guoping Huang, Shuming Shi, Jiajun Chen, Shujian Huang |
| 2023 | HCI | An AI-Based Action Detection UAV System to Improve Firefighter Safety. | Hong Wang, Yuan Feng, Xu Huang, Wenbin Guo |
| 2023 | ICASSP | Twitter Stance Detection via Neural Production Systems. | Bowen Zhang, Daijun Ding, Guangning Xu, Jinjin Guo, Zhichao Huang, Xu Huang |
| 2023 | KSEM | SPOAHA: Spark Program Optimizer Based on Artificial Hummingbird Algorithm. | Miao Wang, Jiteng Zhen, Yupeng Ma, Xu Huang, Hong Zhang |
| 2023 | WWW | Cooperative Retriever and Ranker in Deep Recommenders. | Xu Huang, Defu Lian, Jin Chen, Zheng Liu, Xing Xie, Enhong Chen |
| 2023 | SIGIR | RecStudio: Towards a Highly-Modularized Recommender System. | Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen |
| 2022 | COLING | Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis. | Bowen Zhang, Xu Huang, Zhichao Huang, Hu Huang, Baoquan Zhang, Xianghua Fu, Liwen Jing |
| 2022 | DSD | RED-SEA: Network Solution for Exascale Architectures. | Andrea Biagioni, Paolo Cretaro, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Michele Martinelli, Pier Stanislao Paolucci, Elena Pastorelli, Francesco Simula, Matteo Turisini, Piero Vicini, Roberto Ammendola, Pascale Bernier-Bruna, Claire Chen, Said Derradji, Stphane Guez, Pierre-Axel Lagadec, Gregoire Pichon, Etienne Walter, Gaetan De Gassowski, Matthieu Hautreaux, Stephane Mathieu, Gilles Moreau, Marc Prache, Hugo Taboada, Torsten Hoefler, Timo Schneider, Matteo Barnaba, Giuseppe Piero Brandino, Francesco De Giorgi, Matteo Poggi, Iakovos Mavroidis, Yannis Papaefstathiou, Nikolaos Tampouratzis, Benjamin Kalisch, Ulrich Krackhardt, Mondrian Nuessle, Pantelis Xirouchakis, Vangelis Mageiropoulos, Michalis Gianioudis, Harisis Loukas, Aggelos Ioannou, Nikos Kallimanis, Nikos Chrysos, Manolis Katevenis, Wolfgang Frings, Dominik Gottwald, Felime Guimaraes, Max Holicki, Volker Marx, Yannik Mller, Carsten Clauss, Hugo Falter, Xu Huang, Jennifer Lopez Barillao, Thomas Moschny, Simon Pickartz, Francisco J. Alfaro, Jess Escudero-Sahuquillo, Pedro Javier Garca, Francisco J. Quiles, Jos L. Snchez, Adrin Castell, Jose Duro, Mara Engracia Gmez, Enrique S. Quintana-Ort, Julio Sahuquillo, Eugenio Stabile |
| 2022 | HPCC | Efficient. Scalable and Robust Data Shuffle Service for Distributed MapReduce Computing on Cloud. | Rong Gu, Xu Huang, Haipeng Dai, Xiaoyu Geng, Xiaofei Chen, Yihua Huang, Fu Xiao, Guihai Chen |
| 2022 | WWW | Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering. | Jin Chen, Defu Lian, Binbin Jin, Xu Huang, Kai Zheng, Enhong Chen |
| 2021 | ICRA | Motion Coupling Analysis for the Decoupled Design of a Two-segment Notched Continuum Robot. | Wenhui Zeng, Junyan Yan, Xu Huang, Shing Shin Cheng |
| 2021 | ICRA | CamVox: A Low-cost and Accurate Lidar-assisted Visual SLAM System. | Yuewen Zhu, Chunran Zheng, Chongjian Yuan, Xu Huang, Xiaoping Hong |
| 2020 | ICARCV | GA Cascaded P-PD Control on Ball and Beam System with Two-Stage Objective Function. | Joseph K. P. Tsoi, Nitish D. Patel, Akshya K. Swain, Xu Huang |
| 2020 | ICARCV | Dynamic Fuzzy Membership Intervals with Two-Stage Objective Function for Ball and Beam System based on GA Tuning. | Joseph K. P. Tsoi, Nitish D. Patel, Akshya K. Swain, Xu Huang |
| 2020 | IPCCC | Socially-Aware D2D Pair Strategy: A Stable Matching Approach. | Xian Zhou, Daru Pan, Hui Song, Xu Huang |
| 2019 | IGARSS | Pairwise Stereo Image Disparity and Semantics Estimation with the Combination of U-Net and Pyramid Stereo Matching Network. | Rongjun Qin, Xu Huang, Wei Liu, Changlin Xiao |
| 2019 | IGARSS | Semantic 3D Reconstruction Using Multi-View High-Resolution Satellite Images Based on U-Net and Image-Guided Depth Fusion. | Rongjun Qin, Xu Huang, Wei Liu, Changlin Xiao |
| 2019 | IGARSS | A Rigorous on-orbit Geometric Calibration Method for High-Resolution Optical Sensor of Chinese Mapping Satellite. | Kun Hu, Yongjun Zhang, Xu Huang |
| 2019 | SMC | Quantum Network Coding For Remote State Preparation of Multi-qudit States. | Xu Wang, Chen Chen, Min Jiang, Xu Huang |
| 2018 | IGARSS | Individual Tree Detection from Multi-View Satellite Images. | Changlin Xiao, Rongjun Qin, Xu Huang, Jiaqiang Li |
| 2017 | ICONIP | A Computational Investigation of an Active Region in Brain Network Based on Stimulations with Near-Infrared Spectroscopy. | Xu Huang, Raul Fernandez Rojas, Allan C. Madoc, Keng-Liang Ou, Sheikh Md. Rabiul Islam |
| 2017 | ICONIP | fNIRS Approach to Pain Assessment for Non-verbal Patients. | Raul Fernandez Rojas, Xu Huang, Julio Romero, Keng-Liang Ou |
| 2015 | ICONIP | Novel Information Processing for Image De-noising Based on Sparse Basis. | Sheikh Md. Rabiul Islam, Xu Huang, Keng-Liang Ou, Raul Fernandez Rojas, Hongyan Cui |
| 2014 | DICTA | Novel Evaluation Index for Image Quality. | Sheikh Md. Rabiul Islam, Xu Huang, Kim Le |
| 2014 | ICONIP | A Novel Adaptive Shrinkage Threshold on Shearlet Transform for Image Denoising. | Sheikh Md. Rabiul Islam, Xu Huang, Kim Le |
| 2014 | ICPR | A Novel Sphere-Based Maximum Margin Classification Method. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | APCC | Trustability based on beta distribution detecting abnormal behaviour nodes in WSN. | Dylan Cohen, Mark Kelly, Xu Huang, N. K. Srinath |
| 2013 | ICONIP | A Novel Image Quality Index for Image Quality Assessment. | Sheikh Md. Rabiul Islam, Xu Huang, Kim Le |
| 2013 | ICONIP | EEG-Based Age and Gender Recognition Using Tensor Decomposition and Speech Features. | Phuoc Nguyen, Dat Tran, Tan Vo, Xu Huang, Wanli Ma, Dinh Q. Phung |
| 2013 | IJCNN | A general aggregate model for improving multi-class brain-computer interface systems' performance. | Tuan Hoang, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | IWANN | Parallel Support Vector Data Description. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | IWANN | Motor Imagery EEG-Based Person Verification. | Phuoc Nguyen, Dat Tran, Xu Huang, Wanli Ma |
| 2013 | NSS | Human Identification with Electroencephalogram (EEG) for the Future Network Security. | Xu Huang, Salahiddin Altahat, Dat Tran, Shutao Li |
| 2013 | PAKDD | EEG-Based Person Verification Using Multi-Sphere SVDD and UBM. | Phuoc Nguyen, Dat Tran, Trung Le, Xu Huang, Wanli Ma |
| 2013 | WCNC | Protecting wireless sensor networks from internal attacks based on uncertain decisions. | Xu Huang, Muhammad R. Ahmed, Dharmendra Sharma, Hongyan Cui |
| 2013 | TrustCom | A Novel Evidential Evaluation for Internal Attacks with Dempster-Shafer Theory in WSN. | Muhammad R. Ahmed, Xu Huang, Hongyan Cui |
| 2012 | ICA3PP | Wireless Sensor Network Internal Attacker Identification with Multiple Evidence by Dempster-Shafer Theory. | Muhammad Ahmed, Xu Huang, Dharmendra Sharma, Shutao Li |
| 2012 | ICA3PP | People Identification with RMS-Based Spatial Pattern of EEG Signal. | Salahiddin Altahat, Xu Huang, Dat Tran, Dharmendra Sharma |
| 2012 | ICA3PP | Security Computing for the Resiliency of Protecting from Internal Attacks in Distributed Wireless Sensor Networks. | Xu Huang, Dharmendra Sharma, Muhammad Ahmed |
| 2012 | ICONIP | Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems. | Tuan Hoang, Dat Tran, Khoa Truong, Trung Le, Xu Huang, Dharmendra Sharma, Toi Vo |
| 2012 | MOBIHOC | A novel misbehavior evaluation with dempster-shafer theory in wireless sensor networks. | Muhammad R. Ahmed, Xu Huang, Dharmendra Sharma |
| 2012 | NPC | Dempster-Shafer Theory to Identify Insider Attacker in Wireless Sensor Network. | Muhammad Ahmed, Xu Huang, Dharmendra Sharma |
| 2011 | ACIVS | Relation Learning - A New Approach to Face Recognition. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2011 | DASC | Protecting from Inside Attacks in Wireless Sensor Networks. | Xu Huang, Muhammad Ahmed, Dharmendra Sharma |
| 2011 | EUC | A Novel Algorithm for Protecting from Internal Attacks of Wireless Sensor Networks. | Xu Huang, Muhammad Ahmed, Dharmendra Sharma |
| 2011 | EUC | Analysis of the Experimental Results for Quantum Key Distribution Cryptography in IEEE 802.11 Networks. | Xu Huang, Shirantha Wijesekera, Dharmendra Sharma |
| 2011 | IWCMC | Investigations for the simulations of a quantum key distribution in WiFi. | Xu Huang, Shirantha Wijesekera, Dharmendra Sharma |
| 2011 | IWCMC | Quantum cryptography based Key Distribution in IEEE 802.11 networks - analysis on reconciliation phase. | Shirantha Wijesekera, Xu Huang, Dharmendra Sharma |
| 2011 | KES | Novel Metrics for Face Recognition Using Local Binary Patterns. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2011 | PST | Performance analysis of QKD based key distribution for IEEE 802.11 networks. | Shirantha Wijesekera, Xu Huang, Dharmendra Sharma |
| 2010 | AINA | Algorithm Based on One's Complement for Fast Scalar Multiplication in ECC for Wireless Sensor Network. | Pritam Gajkumar Shah, Xu Huang, Dharmendra Sharma |
| 2010 | AINA | Analytical Study of Implementation Issues of Elliptical Curve Cryptography for Wireless Sensor networks. | Pritam Gajkumar Shah, Xu Huang, Dharmendra Sharma |
| 2010 | ICNC | An improved projection pursuit clustering model and its application based on Quantum-behaved PSO. | Qun Zhang, Xiujuan Lei, Xu Huang, Aidong Zhang |
| 2010 | Interspeech | Fuzzy support vector machines for age and gender classification. | Phuoc Nguyen, Trung Le, Dat Tran, Xu Huang, Dharmendra Sharma |
| 2010 | ICSoft | Quantum Cryptography based Key Distribution in Wi-Fi Networks - Protocol Modifications in IEEE 802.11. | Shirantha Wijesekera, Xu Huang, Dharmendra Sharma |
| 2010 | NSS | Face Gender Recognition Based on 2D Principal Component Analysis and Support Vector Machine. | Len Bui, Dat Tran, Xu Huang, Girija Chetty |
| 2010 | NSS | Scalar Multiplication of a Dynamic Window with Fuzzy Controller for Elliptic Curve Cryptography. | Xu Huang, John Campbell, Frank Gao |
| 2010 | NSS | Protecting from Attacking the Man-in-Middle in Wireless Sensor Networks with Elliptic Curve Cryptography Key Exchange. | Xu Huang, Pritam Gajkumar Shah, Dharmendra Sharma |
| 2010 | NSS | Secure Communication in 802.11 Networks with a Novel Protocol Using Quantum Cryptography. | Xu Huang, Shirantha Wijesekera, Dharmendra Sharma |
| 2010 | PKAW | Automatic Speech-Based Classification of Gender, Age and Accent. | Phuoc Nguyen, Dat Tran, Xu Huang, Dharmendra Sharma |
| 2009 | ICIS | Understanding Cross National Difference in Knowledge Seeking Behavior Model: A Survival Perspective. | Liwei Chen, J. J. Po-An Hsieh, Evert Van de Vliert, Xu Huang |
| 2009 | KES | Multi-Agent Systems in Quantum Security for Modern Wireless Networks. | Xu Huang, Dharmendra Sharma |
| 2008 | KES | An Agent-Oriented Dynamic Adaptive Threshold Transmission for XML Data on Networks. | Xu Huang, Dharmendra Sharma |
| 2008 | KES | An Agent-Oriented Quantum Key Distribution for Wi-Fi Network Security. | Xu Huang, Dharmendra Sharma |
| 2007 | KES | Multi-agent Processing for Query Camouflage Via Data Perturbation in Online Medical Surveys. | Nazni Farooq, Xu Huang, Dharmendra Sharma |
| 2007 | KES | Adaptive Binary Splitting for a RFID Tag Collision Arbitration Via Multi-agent Systems. | Xu Huang, Dat Tran |
| 2007 | KES | A Multi-agent Architecture for RFID Taxonomy. | Son Le, Xu Huang, Dharmendra Sharma |
| 2006 | KES | An Improved ALOHA Algorithm for RFID Tag Identification. | Xu Huang |
| 2006 | KES | A Dynamic Threshold Technique for XML Data Transmission on Networks. | Xu Huang, Alexander Ridgewell, Dharmendra Sharma |
| 2006 | KES | Investigating Security in Multi-tree Based Technique in RFID Systems. | Xu Huang, Dharmendra Sharma |
| 2005 | ISCAS | Image multi-noise removal by wavelet-based Bayesian estimator. | Xu Huang, Allan C. Madoc, Andrew D. Cheetham |
| 2005 | KES | Image Multi-noise Removal via Lvy Process Analysis. | Xu Huang, Allan C. Madoc |
| 2005 | KES | Investigating the Transport Communicating Rates of Wireless Networks over Fading Channels. | Xu Huang, Allan C. Madoc |
| 2005 | KES | Evaluating the Size of the SOAP for Integration in B2B. | Alexander Ridgewell, Xu Huang, Dharmendra Sharma |
| 2000 | ISCAS | Graphical DC analysis of three-phase PWM converters using a complex transformation. | Xu Huang, Jun Chen, Khai D. T. Ngo |