| 2026 | AAAI | Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs. | Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang |
| 2026 | ACL | SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment. | Tianyu Dong, Yangyang Liu, Jiang Zhou, Xinwei Wu, Xiaohu Zhao, Hao Wang, Heng Liu, Linlong Xu, Longyue Wang, Weihua Luo, Shaolin Zhu, Deyi Xiong |
| 2026 | ACL | From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models. | Ling Shi, Xinwei Wu, Xiaohu Zhao, Hao Wang, Heng Liu, Yangyang Liu, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo |
| 2026 | ACL | M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation. | Hao Wang, Linlong Xu, Heng Liu, Yangyang Liu, Xiaohu Zhao, Bo Zeng, Liangying Shao, Yichen Dong, Xinwei Wu, Jiang Zhou, Tianyu Dong, Xiangxiang Zeng, Longyue Wang, Weihua Luo |
| 2026 | ACL | Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation. | Jiang Zhou, Xiaohu Zhao, Xinwei Wu, Tianyu Dong, Hao Wang, Yangyang Liu, Heng Liu, Linlong Xu, Longyue Wang, Weihua Luo, Deyi Xiong |
| 2026 | KR | Almost Certain Query Answering over Incomplete Relational and Graph Data. | Heng Liu, Leonid Libkin, Eugenia Ternovska |
| 2026 | WCNC | Joint Predictive Handover and Resource Allocation in Satellite-Terrestrial Integrated Networks. | Yiru Wang, Heng Liu, Shiqi Gong, Tao Yu, Chengwen Xing |
| 2026 | WCNC | Hilbert-Wavelet Signal Representation and Supervised Contrastive Learning for Robust Cross-Day WiFi Authentication. | Yongcai Xiao, Songyan Li, Huifang Zhang, Yu Zhang, Heng Liu, Yuxin Deng, Shuangrui Zhao, Jiandong Wang |
| 2025 | CVPR | CadenceRAG: Context-Aware and Dependency-Enhanced Retrieval Augmented Generation for Holistic Video Understanding. | Heng Liu, Siru Jiang, Fangyun Duan, Yongzhe Lyu, Xiusong Wang, Hanlin Ge, Chao Liang |
| 2025 | DATE | MCTA: A Multi-Stage Co-Optimized Transformer Accelerator with Energy-Efficient Dynamic Sparse Optimization. | Heng Liu, Ming Han, Jin Wu, Ye Wang, Jian Dong |
| 2025 | ICA3PP | Average Delay Minimization Strategy for Multi-UAV Assisted MEC: A Lightweight Deep Reinforcement Learning Approach. | Heng Liu, Qiang Tang, Kun Yang, Lei Yang |
| 2025 | ICCV | GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding. | Rui Hu, Lianghui Zhu, Yuxuan Zhang, Tianheng Cheng, Lei Liu, Heng Liu, Longjin Ran, Xiaoxin Chen, Wenyu Liu, Xinggang Wang |
| 2025 | ICWS | GIWiD: Gait-Based User Identification Services with WiFi Device-Free Sensing. | Binglei Yue, Junwei Lei, Heng Liu, Chun Yang, Aili Jiang, Yin Zhang |
| 2025 | IECON | Physics-Informed Neural Network Based Large-Signal Stabilization Control Algorithm for a DC-DC Converter. | Shengzhao Pang, Heng Liu, Siyu Zhao, Haoyu Wang, Yingxue Chen, Bo Cheng |
| 2025 | VTC | Capacity Analysis under Sensitivity Constraint for M-ASK Modulated Ambient Backscatter Communication Systems. | Kuo Bao, Gongpu Wang, Heng Liu, Gang Yang, Xingwang Li |
| 2024 | CSCWD | VIG: Visual Information-Guided Knowledge-Based Visual Question Answering. | Heng Liu, Boyue Wang, Yanfeng Sun, Xiaoyan Li, Yongli Hu, Baocai Yin |
| 2024 | VTC | Improved Sparse Activity Detection Based on Optimized Measurement Matrix in mMTC. | Jianyu Wang, Yang Liu, Chaoyuan Bai, Heng Liu |
| 2024 | VTC | Secondary Access Class Barring for Machine Type Communications with PUSCH Resource Constraints. | Yuxuan Wen, Liu Yang, Chaoyuan Bai, Heng Liu |
| 2024 | VTC | Distributed Unknown Specific Emitter Identification Based on Federated Learning. | Hongyujie Xiao, Heng Liu, Yi Zhou, Liu Yang, Zheng Ma |
| 2023 | DAC | CHAM: A Customized Homomorphic Encryption Accelerator for Fast Matrix-Vector Product. | Xuanle Ren, Zhaohui Chen, Zhen Gu, Yanheng Lu, Ruiguang Zhong, Wen-Jie Lu, Jiansong Zhang, Yichi Zhang, Hanghang Wu, Xiaofu Zheng, Heng Liu, Tingqiang Chu, Cheng Hong, Changzheng Wei, Dimin Niu, Yuan Xie |
| 2023 | GLOBECOM | AI Generated Signal for Wireless Sensing. | Hanxiang He, Han Hu, Xintao Huan, Heng Liu, Jianping An, Shiwen Mao |
| 2023 | ICCV | Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited Samples. | Guanghui Li, Mingqi Gao, Heng Liu, Xiantong Zhen, Feng Zheng |
| 2023 | ICIG | FML-MIS: A Scheme of Privacy Protection and Model Generalization for Medical Images Segmentation via Federated Meta-learning. | Mohan Yu, Heng Liu |
| 2023 | ISSRE | Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems. | Shenglin Zhang, Zhongjie Pan, Heng Liu, Pengxiang Jin, Yongqian Sun, Qianyu Ouyang, Jiaju Wang, Xueying Jia, Yuzhi Zhang, Hui Yang, Yongqiang Zou, Dan Pei |
| 2023 | PIMRC | Signal-To-Noise Ratio Based Physical Layer Authentication in UAV Communications. | Yi Zhou, Zheng Ma, Heng Liu, Phee Lep Yeoh, Yonghui Li, Branka Vucetic |
| 2022 | ISCA | Hyperscale FPGA-as-a-service architecture for large-scale distributed graph neural network. | Shuangchen Li, Dimin Niu, Yuhao Wang, Wei Han, Zhe Zhang, Tianchan Guan, Yijin Guan, Heng Liu, Linyong Huang, Zhaoyang Du, Fei Xue, Yuanwei Fang, Hongzhong Zheng, Yuan Xie |
| 2022 | VTC | Chunked BATS Codes under Time-invariant and Time-variant Channels. | Shiheng Wang, Heng Liu, Zheng Ma, Ming Xiao |
| 2022 | VTC | Precoded Batched Sparse Codes Transmission Based on Low-Density Parity-Check Codes. | Shiheng Wang, Heng Liu, Zheng Ma, Ming Xiao |
| 2021 | MICCAI | Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition. | Zhuochen Wang, Tingting Huang, Bin Xiao, Jiayu Huo, Sheng Wang, Haoxiang Jiang, Heng Liu, Fan Wu, Xiang Sean Zhou, Zhong Xue, Jian Yang, Qian Wang |
| 2021 | MICCAI | Joint PVL Detection and Manual Ability Classification Using Semi-supervised Multi-task Learning. | Jingyun Yang, Jie Hu, Yicong Li, Heng Liu, Yang Li |
| 2020 | IJCNN | Detecting Adversarial Audio via Activation Quantization Error. | Heng Liu, Gregory Ditzler |
| 2020 | NOMS | HGDom: Heterogeneous Graph Convolutional Networks for Malicious Domain Detection. | Xiaoqing Sun, Jiahai Yang, Zhiliang Wang, Heng Liu |
| 2020 | VTC | A Popularity- and Mobility-Aware Multi-layer Caching with Feedback Mechanism for Highway Vehicular Networks. | Ke Li, Zhaoyan Lyu, Heng Liu, Pingzhi Fan |
| 2020 | VTC | Analysis for Rank Distribution of BATS Codes under Time-Variant Channels. | Lin Tang, Heng Liu, Liu Yang, Zheng Ma, Ming Xiao |
| 2020 | VTC | A Semi-Distribution Congestion Control Algorithm for Event-Driven M2M Communications. | Liu Yang, Heng Liu, Pingzhi Fan, Li Hao, Cong Ouyang |
| 2019 | CIS | Noise Suppression Algorithm for High Precision Seismic Data Acquirement System. | Wei Ding, Heng Liu, Ying Huang |
| 2019 | ICASSP | Data Poisoning Attacks against MRMR. | Heng Liu, Gregory Ditzler |
| 2019 | IPCCC | ALEAP: Attention-based LSTM with Event Embedding for Attack Projection. | Shuhan Fan, Songyun Wu, Zhiliang Wang, Zimu Li, Jiahai Yang, Heng Liu, Xinran Liu |
| 2019 | KSEM | D3N: DGA Detection with Deep-Learning Through NXDomain. | Mingkai Tong, Xiaoqing Sun, Jiahai Yang, Hui Zhang, Shuang Zhu, Xinran Liu, Heng Liu |
| 2019 | RAID | HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification. | Xiaoqing Sun, Mingkai Tong, Jiahai Yang, Xinran Liu, Heng Liu |
| 2019 | VTC | Generalized Interference Alignment for Multi-Cell Cooperative Transmission over Doubly Selective Channels. | Heng Liu, Jiayi Lu, Tianju Liu, Li Hao, Zheng Ma |
| 2018 | CADE | A Model-Theoretic View on Preferences in Declarative Specifications of Search Problems. | Alireza Ensan, Eugenia Ternovska, Heng Liu |
| 2018 | ICA3PP | Feature Extraction of Dichotomous Equipment Based on Non-intrusive Load Monitoring and Decomposition. | Fangping Li, Wei Zhang, Heng Liu, Maosheng Zhang |
| 2018 | ISCAS | A Reconfigurable 28/56 Gb/s PAM4/NRZ Dual-mode SerDes with Hardware-reuse. | Heng Liu, Li Ding, Jing Jin, Jianjun Zhou |
| 2018 | PIMRC | An Enhanced Radio Tomographic Imaging with CSI-MIMO Measurements. | Shengxin Xu, Heng Liu, Fei Gao |
| 2018 | VTC | Experimental Verification: Enabling Obstacle Mapping Based On Radio Tomographic Imaging. | Shengxin Xu, Heng Liu, Fei Gao, Sisi Chen |
| 2017 | HCI | Research and Application of Service Design Thoughts in Subway Advertisement Design. | Xing Fang, Yangshuo Zheng, Heng Liu, Yongzhen Zou, Xiaoqin Cao |
| 2017 | IJCNN | A fast information-theoretic approximation of joint mutual information feature selection. | Heng Liu, Gregory Ditzler |
| 2017 | ISCAS | A 9.4 pJ/bit 432 MHz 16-QAM/MSK transmitter based on edge-combining power amplifier. | Yanshu Guo, Songping Mai, Zhaoyang Weng, Heng Liu, Hanjun Jiang, Zhihua Wang |
| 2016 | PDCAT | Spectrally Efficient Nonorthogonal Frequency Division Multiplexing with Index Modulation. | Heng Liu, Lin Liu, Ping Wang |
| 2016 | PDCAT | Stochastic Geometry Interference Model for 5G Heterogeneous Network. | Cuili Wang, Chao Yang, Lin Liu, Ping Wang, Heng Liu |
| 2016 | PDCAT | Interference Modeling and Analysis in Heterogeneous Small-Cell Networks. | Chao Yang, Heng Liu, Lin Liu |
| 2016 | VTC | Super-Resolution Reconstruction of Radio Tomographic Image. | Cheng Sun, Fei Gao, Heng Liu |
| 2015 | VTC | Locating the Node by Exploiting Shadowing Fading. | Zhenghuan Wang, Fei Gao, Heng Liu, Shengxin Xu, Yaping Ni |
| 2013 | ISCAS | LSGP: Line-SIFT Geometric Pattern for wide-baseline image matching. | Heng Liu, Xuejin Chen, Jiawei Zhang, Zhefu Tu |
| 2012 | PIMRC | Achieving downlink macro-diversity in cellular networks by exploiting interference alignment. | Heng Liu, Pingzhi Fan, Li Hao, Lin Luo |
| 2011 | VTC | A Pre-Equalized Transmission Based on Basefield Hartley Transform over Multi-Path Fading Channels. | Heng Liu, Lin Luo, Pingzhi Fan |
| 2010 | CSCWD | Collaborative 3D CAD system for multiple user design. | Lianguan Shen, Heng Liu, Mujun Li, Yu Hao, Meiyan Wang, Jian Li, Jinjin Zheng |
| 2006 | ICCSA | A Neural Network Strategy for 3D Surface Registration. | Heng Liu, Jingqi Yan, David Zhang |
| 2005 | ISPEC | Enforcing the Principle of Least Privilege with a State-Based Privilege Control Model. | Bin Liang, Heng Liu, Wenchang Shi, Yanjun Wu |
| 2003 | ICASSP | Rotated face detection in color images using radial template (RT). | Heng Liu, Shengye Yan, Xilin Chen, Wen Gao |