Application of ELM in Key Impact Factors Identification of Rail Transit System Cost. - Haolin Chen; Jihong Yang; Gang Xu; Guofei Gao; Quan Yuan; Zhouxin Li; Ziqi Wang; Yanfei Li; Hui Liu 023 (ICBDC, 2019)

Face Memorization System Using the Mathematical AIM Model for Mobile Robot. - Haolin Chen; Masahiko Mikawa; Makoto Fujisawa; Wasuke Hiiragi (SII, 2019)

Research on Penetration Strategy of UAV. - Daojun Han; Hongzhen Xiang; Haolin Chen; Yi Xie (CIAT, 2020)

CN-Celeb: A Challenging Chinese Speaker Recognition Dataset. - Yue Fan; Jiawen Kang 002; Lantian Li; Kaicheng Li; Haolin Chen; Sitong Cheng; Pengyuan Zhang; Ziya Zhou; Yunqi Cai; Dong Wang 013 (ICASSP, 2020)

Face Memorization Using AIM Model for Mobile Robot and Its Application to Name Calling Function. - Masahiko Mikawa; Haolin Chen; Makoto Fujisawa (Sensors, 2020)

Can We Trust Deep Speech Prior? - Ying Shi 001; Haolin Chen; Zhiyuan Tang; Lantian Li; Dong Wang 013; Jiqing Han 001 (SLT, 2021)

Temporal-Spatial Soil Moisture Estimation from CYGNSS Using Machine Learning Regression With a Preclassification Approach. - Yan Jia 004; Shuanggen Jin; Haolin Chen; Qingyun Yan; Patrizia Savi; Yan Jin 004; Yuan Yuan 026 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Model Study on Collaborative Learning and Exploration of RBAC Roles. - Jiyong Yang; Xiajiong Shen; Wan Chen; Qiang Ge; Lei Zhang 115; Haolin Chen (Wirel. Commun. Mob. Comput., 2021)

HyperMixer: An MLP-based Green AI Alternative to Transformers. - Florian Mai; Arnaud Pannatier; Fabio Fehr; Haolin Chen; François Marelli; François Fleuret; James Henderson 001 (CoRR, 2022)

Overcomplete Order-3 Tensor Decomposition, Blind Deconvolution, and Gaussian Mixture Models. - Haolin Chen; Luis Rademacher (SIAM J. Math. Data Sci., 2022)

HyperMixer: An MLP-based Low Cost Alternative to Transformers. - Florian Mai; Arnaud Pannatier; Fabio Fehr; Haolin Chen; François Marelli; François Fleuret; James Henderson 001 (ACL (1), 2023)

The Idiap Speech Synthesis System for the Blizzard Challenge 2023. - Haolin Chen; Mutian He 001; Louise Coppieters de Gibson; Philip N. Garner (Blizzard Challenge, 2023)

Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes. - Pavel Korshunov; Haolin Chen; Philip N. Garner; Sébastien Marcel (IJCB, 2023)

Diffusion Transformer for Adaptive Text-to-Speech. - Haolin Chen; Philip N. Garner (SSW, 2023)

An investigation into the adaptability of a diffusion-based TTS model. - Haolin Chen; Philip N. Garner (CoRR, 2023)

ALFPN: Adaptive Learning Feature Pyramid Network for Small Object Detection. - Haolin Chen; Qi Wang 079; Weijian Ruan; Jingxiang Zhu; Liang Lei; Xue Wu; Gefei Hao (Int. J. Intell. Syst., 2023)

Stable and compact face recognition via unlabeled data driven sparse representation-based classification. - Xiaohui Yang; Zheng Wang; Huan Wu; Licheng Jiao; Yiming Xu; Haolin Chen (Signal Process. Image Commun., 2023)

A Resource Efficient CNN Accelerator for Sensor Signal Processing Based on FPGA. - Ruidong Wu; Bing Liu 022; Ping Fu; Haolin Chen (J. Circuits Syst. Comput., 2023)

An efficient lightweight CNN acceleration architecture for edge computing based-on FPGA. - Ruidong Wu; Bing Liu 022; Ping Fu; Haolin Chen (Appl. Intell., 2023)

Fully Onboard Single Pedestrian Tracking on Nano-UAV Platform. - Haolin Chen; Ruidong Wu; Wenshuai Lu; Xinglong Ji; Tao Wang; Haolun Ding; Yuxiang Dai; Bing Liu 022 (J. Intell. Robotic Syst., 2023)

A Study on ERP Autonomous Experiment Assisted by Digital Intelligence Fusion. - Weibo Huang; Ziting He; Xiaopeng Xie; Haolin Chen (FSDM, 2024)

Artificial Intelligence Assisted English Learning Based on Large Language Model. - Jianghui Liu; Yu Sun; Haolin Chen; Limin Zhi (FSDM, 2024)

xLAM: A Family of Large Action Models to Empower AI Agent Systems. - Jianguo Zhang 005; Tian Lan 006; Ming Zhu; Zuxin Liu; Thai Hoang; Shirley Kokane; Weiran Yao; Juntao Tan; Akshara Prabhakar; Haolin Chen; Zhiwei Liu 001; Yihao Feng; et al. (CoRR, 2024)

Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding. - Haolin Chen; Yihao Feng; Zuxin Liu; Weiran Yao; Akshara Prabhakar; Shelby Heinecke; Ricky Ho; Phil Mui; Silvio Savarese; Caiming Xiong; Huan Wang 014 (CoRR, 2024)

Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic Forgetting. - Haolin Chen; Philip N. Garner (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Construction and Analysis of Driver Takeover Behavior Modes Based on Situation Awareness Theory. - Haolin Chen; Xiaohua Zhao; Zhenlong Li; Qiang Fu; Qiuhong Wang; Libo Zhao (IEEE Trans. Intell. Veh., 2024)

FSNA: Few-Shot Object Detection via Neighborhood Information Adaption and All Attention. - Jinxiang Zhu; Qi Wang 079; Xinyu Dong; Weijian Ruan; Haolin Chen; Liang Lei; Gefei Hao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Inductor integration for internal parallel inverters. - Kunchong Wu; Yuanmao Ye; Jiaxin Liu; Haolin Chen; Xiaolin Wang (Int. J. Circuit Theory Appl., 2024)

A Bayesian Interpretation of Adaptive Low-Rank Adaptation. - Haolin Chen; Philip N. Garner (ICASSP, 2025)

xLAM: A Family of Large Action Models to Empower AI Agent Systems. - Jianguo Zhang; Tian Lan 006; Ming Zhu; Zuxin Liu; Thai Hoang; Shirley Kokane; Weiran Yao; Juntao Tan; Akshara Prabhakar; Haolin Chen; Zhiwei Liu 001; Yihao Feng; et al. (NAACL (Long Papers), 2025)

A physics-guided approach for accurate battery SOH estimation using RCMHCRE and BatteryPINN. - Yaming Liu; Haolin Chen; Ligang Yao; Jiaxin Ding 002; Shiqiang Chen; Zhenya Wang (Adv. Eng. Informatics, 2025)

ActionStudio: A Lightweight Framework for Data and Training of Large Action Models. - Jianguo Zhang 005; Thai Hoang; Ming Zhu; Zuxin Liu; Shiyu Wang; Tulika Awalgaonkar; Akshara Prabhakar; Haolin Chen; Weiran Yao; Zhiwei Liu 001; Juntao Tan; Juan Carlos Niebles; et al. (CoRR, 2025)

APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay. - Akshara Prabhakar; Zuxin Liu; Ming Zhu; Jianguo Zhang 005; Tulika Awalgaonkar; Shiyu Wang; Zhiwei Liu 001; Haolin Chen; Thai Hoang; Juan Carlos Niebles; Shelby Heinecke; Weiran Yao; et al. (CoRR, 2025)

MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models. - Zhiwei Liu 001; Jielin Qiu; Shiyu Wang; Jianguo Zhang 005; Zuxin Liu; Roshan Ram; Haolin Chen; Weiran Yao; Huan Wang 014; Shelby Heinecke; Silvio Savarese; Caiming Xiong (CoRR, 2025)

UserBench: An Interactive Gym Environment for User-Centric Agents. - Cheng Qian 008; Zuxin Liu; Akshara Prabhakar; Zhiwei Liu 001; Jianguo Zhang 005; Haolin Chen; Heng Ji 001; Weiran Yao; Shelby Heinecke; Silvio Savarese; Caiming Xiong; Huan Wang 014 (CoRR, 2025)

ST-Camba: A decoupled-free spatiotemporal graph fusion state space model with linear complexity for efficient traffic forecasting. - Xiangxu Wang; Jinzhou Cao; Tianhong Zhao; Bowen Zhang; Guanzhou Chen 001; Zhenhui Li; Haolin Chen; Wei Tu 001; Qingquan Li (Inf. Fusion, 2026)