| 2026 | AAAI | Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production. | Junhua Liu, Tan Yong Keat, Bin Fu, Kwan Hui Lim |
| 2026 | AAAI | Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design. | Junhua Liu, Fanfan Lin, Xinze Li, Shuai Zhao, Kwan Hui Lim |
| 2025 | CIKM | From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification. | Junhua Liu, Tan Yong Keat, Bin Fu, Kwan Hui Lim |
| 2025 | ICASSP | Bridging Modality Gap with Large Speech and Language Models for End-to-End Speech-to-Text Translation. | Weitai Zhang, Simran Naagar, Zhongyi Ye, Peiwang Tang, Xinyuan Zhou, Junhua Liu, Lirong Dai |
| 2025 | ICASSP | Semi-Supervised Multilingual Alignment with Lexical Memory for Massively Parallel Text Mining. | Weitai Zhang, Peiwang Tang, Chao Lin, Simran Naagar, Zhongyi Ye, Junhua Liu |
| 2025 | ISCAS | A 49.7-fs, 10.29-to-12.75 GHz Fractional-N ADPLL with a New Quad-Core Class-F3 Oscillator. | Sihao Zhang, Ningyuan Zhang, Chuancheng Wu, Ling Hao, Haoyu Bai, Junhua Liu, Huailin Liao |
| 2025 | ISCAS | A 4T4R Compact Wide-Band Low Power UWB Beamfoming Transceiver for Efficiency and Sensitivity Improvement. | Jiazheng Zhou, Haoyu Bai, Ling Hao, Junhua Liu, Huailin Liao |
| 2025 | SMC | Model-MRFaG: A Test Code Generation Framework Based on Fine-tuned LLMs. | Xiang Zhou, Lei Yu, Junhua Liu, Conghui Yang, Lixun Wang |
| 2025 | TrustCom | ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models. | Siyang Cheng, Gaotian Liu, Rui Mei, Yilin Wang, Kejia Zhang, Kaishuo Wei, Yuqi Yu, Weiping Wen, Xiaojie Wu, Junhua Liu |
| 2024 | EMNLP | LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification. | Junhua Liu, Tan Yong Keat, Bin Fu, Kwan Hui Lim |
| 2024 | EMNLP | Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models. | Wenhao Shi, Zhiqiang Hu, Yi Bin, Junhua Liu, Yang Yang, See-Kiong Ng, Lidong Bing, Roy Ka-Wei Lee |
| 2024 | IJCNN | Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction. | Junhua Liu, Justin Albrethsen, Lincoln Goh, David K. Y. Yau, Kwan Hui Lim |
| 2024 | INDIN | Modeling and Analysis of Steering Characteristics for Wheel-Track Hybrid Vehicles. | Boyuan Li, Junhua Liu, Zheng Pan, Shiyu Zhou, Yansong Zhang, Rongrong Wang |
| 2024 | INDIN | Emergency Brake and DYC Coordinated Control Strategy Based on Model Predictive Control. | Junhua Liu, Hui Jing, Rongrong Wang, Bing Kuang, Boyuan Li, Shaoxun Liu |
| 2024 | INDIN | MPC-Based Trajectory Tracking Control for Independent Drive Vehicle with Differential Steering. | Yifan Song, Hui Jing, Junhua Liu, Huanqin Feng, Zishan Lin, Ming Li |
| 2024 | INDIN | Dynamic Balancing Locomotion for Wheel-legged Vehicle Navigating Uneven Terrain. | Shiyu Zhou, Shaoxun Liu, Zheng Pan, Boyuan Li, Junhua Liu, Rongrong Wang |
| 2024 | ISCAS | A 0.12mm | Haoyu Bai, Dong Wang, Sihao Zhang, Han Huang, Junhua Liu, Huailin Liao |
| 2024 | ISCAS | A 136μW Over 800m Range Backscatter-Like UHF Band Transceiver. | Ling Hao, Keer Gao, Haoyu Bai, Chuancheng Wu, Dong Wang, Sihao Zhang, Jiazheng Zhou, Junhua Liu, Huailin Liao |
| 2024 | ISCAS | A 0.5 μm | Haoyu Li, Dong Wang, Jiazheng Zhou, Junhua Liu, Huailin Liao |
| 2024 | ICWS | ServiceCoder: A Service Computing Code Generation Model. | Yue Chen, Lei Yu, Xiang Zhou, Huafeng Su, Junhua Liu, Yuhang Wang |
| 2024 | ISCAS | A low in-band phase noise Fractional-N ADPLL based on Switched-Capacitor-DPI. | Ningyuan Zhang, Sihao Zhang, Junhua Liu, Huailin Liao |
| 2023 | DATE | SAGERoute: Synergistic Analog Routing Considering Geometric and Electrical Constraints with Manual Design Compatibility. | Haoyi Zhang, Xiaohan Gao, Haoyang Luo, Jiahao Song, Xiyuan Tang, Junhua Liu, Yibo Lin, Runsheng Wang, Ru Huang |
| 2023 | ECIR | A Transformer-Based Framework for POI-Level Social Post Geolocation. | Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu |
| 2023 | ICASSP | Investigation into Phone-Based Subword Units for Multilingual End-to-End Speech Recognition. | Saierdaer Yusuyin, Hao Huang, Junhua Liu, Cong Liu |
| 2023 | ISCAS | A Single-Ended Digital Transmitter Based on I/Q-Sharing Switched-Capacitor Power Amplifier and Third-Order Harmonic-Rejection. | Jiaqi He, Dong Wang, Haoyu Bai, Jiazheng Zhou, Junhua Liu, Huailin Liao |
| 2023 | MMSys | FSVVD: A Dataset of Full Scene Volumetric Video. | Kaiyuan Hu, Yili Jin, Haowen Yang, Junhua Liu, Fangxin Wang |
| 2023 | VR | CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming. | Junhua Liu, Boxiang Zhu, Fangxin Wang, Yili Jin, Wenyi Zhang, Zihan Xu, Shuguang Cui |
| 2023 | SIGCOMM | Mobile Volumetric Video Streaming System through Implicit Neural Representation. | Junhua Liu, Yuanyuan Wang, Yan Wang, Yufeng Wang, Shuguang Cui, Fangxin Wang |
| 2022 | CIS | Influence of Mutation Mechanism on the Performance of Constrained Multi-objective Particle Swarm Optimization. | Lupeng Hao, Junhua Liu, Rongchen Wang |
| 2022 | VR | Ebublio: Edge Assisted Multi-user 360-Degree Video Streaming. | Yili Jin, Junhua Liu, Fangxin Wang |
| 2021 | ISCAS | A Gm-Compensated 46-101 GHz Broadband Power Amplifier for High-Resolution FMCW Radars. | Dong Wang, Zhengkun Shen, Xiaolei Su, Zexue Liu, Yi Tan, Chen Xu, Junhua Liu, Huailin Liao |
| 2021 | ISCAS | A Hybrid Digital Transmitter Architecture for High- Efficiency and High-Speed Applications. | Chen Xu, Xiaolei Su, Zhengkun Shen, Dong Wang, Yi Tan, Zexue Liu, Hailong Jiao, Junhua Liu, Huailin Liao |
| 2020 | CSCW | Self-Evolving Adaptive Learning for Personalized Education. | Junhua Liu, Lionell Loh, Ernest Ng, Yijia Chen, Kristin L. Wood, Kwan Hui Lim |
| 2020 | CSCW | IPOD: A Large-scale Industrial and Professional Occupation Dataset. | Junhua Liu, Yung Chuen Ng, Kristin L. Wood, Kwan Hui Lim |
| 2020 | ISCAS | An 81-99 GHz Tripler with Fundamental Cancellation and 3rd Harmonic Enhancement Technique in 40-nm CMOS. | Xiaolei Su, Xiucheng Hao, Dong Wang, Zhengkun Shen, Zexue Liu, Junhua Liu, Huailin Liao |
| 2019 | ISCAS | A Calibration-Free Fractional-N ADPLL using Retiming Architecture and a 9-bit 0.3ps-INL Phase Interpolator. | Haoyun Jiang, Zherui Zhang, Zhengkun Shen, Xiucheng Hao, Zexue Liu, Heyi Li, Yi Tan, Qiang Zhou, Junhua Liu, Huailin Liao |
| 2019 | ISCAS | A 0.5-V Ultra-Low-Power Low-Pass Filter with a Bulk-Feedback Technique. | Zexue Liu, Zhengkun Shen, Yi Tan, Haoyun Jiang, Heyi Li, Junhua Liu, Huailin Liao |
| 2019 | ISCAS | A 28 GHz 8-Bit Calibration-Free LO-Path Phase Shifter using Transformer-Based Vector Summing Topology in 40 nm CMOS. | Zhengkun Shen, Zexue Liu, Haoyun Jiang, Yi Tan, Heyi Li, Xiucheng Hao, Junhua Liu, Huailin Liao |
| 2019 | ISNN | A New Adaptive Hybrid Algorithm for Large-Scale Global Optimization. | Ninglei Fan, Yuping Wang, Junhua Liu, Yiu-ming Cheung |
| 2018 | CIS | Two-Archive Based Evolutionary Algorithm Using Adaptive Reference Direction and Decomposition for Many-Objective Optimization. | Xingyin Wang, Yuping Wang, Junhua Liu, Si Guo, Liwen Liu |
| 2018 | ISCAS | A 43.2 μW 2.4 GHz 64-QAM Pseudo-Backscatter Modulator Based on Integrated Directional Coupler. | Xiucheng Hao, Hao Zhang, Zhengkun Shen, Zexue Liu, Luyao Zhang, Haoyun Jiang, Junhua Liu, Huailin Liao |
| 2018 | ISCAS | A 12-bit 2.5 GHz 0.37ps-Peak-INL Digital-to-Time Converter with Parasitic-Insensitive Charge-Based Phase Interpolator. | Haoyun Jiang, Zexue Liu, Xiucheng Hao, Zherui Zhang, Zhengkun Shen, Heyi Li, Junhua Liu, Huailin Liao |
| 2018 | ISCAS | A Low Power SAW-less 2.4-GHz Receiver with an LC Matched Series N-path Filter. | Zexue Liu, Heyi Li, Haoyun Jiang, Xiucheng Hao, Yi Tan, Junhua Liu, Huailin Liao |
| 2018 | ISCAS | A Digital Phase Noise Cancelling Scheme for Ring Oscillator-based Fractional-N ADPLL. | Zherui Zhang, Heyi Li, Fan Yang, Haoyun Jiang, Junhua Liu, Huailin Liao |
| 2017 | CIS | An alpha-Dominance Expandation Based Algorithm for Many-Objective Optimization. | Junhua Liu, Yuping Wang, Xingyin Wang, Xin Sui, Si Guo, Liwen Liu |
| 2017 | ISCAS | An 89 μW MICS/ISM band receiver for ultra-low-power applications. | Zexue Liu, Fan Yang, Haoyun Jiang, Xiucheng Hao, Junhua Liu, Huailin Liao |
| 2016 | Interspeech | Web Data Selection Based on Word Embedding for Low-Resource Speech Recognition. | Chuandong Xie, Wu Guo, Guoping Hu, Junhua Liu |
| 2015 | ISCAS | A high frequency resolution digitally controlled oscillator with differential tapped inductor. | Fan Yang, Runhua Wang, Xiaozhe Liu, Junhua Liu, Huailin Liao |
| 2007 | ICNC | A Multiple Models Approach for Adaptive Predictive Control of Networked Control Systems. | Chunmao Li, Jian Xiao, Lili Chu, Junhua Liu |
| 2006 | ISNN | Identification and Control of Dynamic Systems Based on Least Squares Wavelet Vector Machines. | Jun Li, Junhua Liu |