| 2026 | ACL | Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications. | Xiaoyue Lu, Xianglin Yang, Haijun Liu, Jiahao Liu, Kuntai Cai, Yan Xiao, Jin Song Dong |
| 2026 | ACL | The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis. | Zihao Wei, Liang Pang, Jiahao Liu, Wenjie Shi, Jingcheng Deng, Shicheng Xu, Zenghao Duan, Jingang Wang, Fei Sun, Huawei Shen, Xueqi Cheng |
| 2026 | ISCAS | Accelerating Entropy Coding via Probability State Caching Mechanism (PSCM). | Yufan Chen, Jiahao Liu, Lu Yu |
| 2026 | ISCAS | Enhanced RDOQ for Dependent Quantization in VVC. | Jiahao Liu, Yufan Chen, Lu Yu |
| 2026 | WWW | Hyena Operator for Fast Sequential Recommendation. | Jiahao Liu, Lin Li, Zhiyuan Li, Kaixi Hu, Kaize Shi, Jingling Yuan |
| 2026 | SIGIR | Drift-Aware Incremental Token Adaptation with Collaborative Semantics for Generative Recommendation. | Yuebo Feng, Jiahao Liu, Mingzhe Han, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Ning Gu |
| 2026 | SIGIR | RQ-GMM: Residual Quantized Gaussian Mixture Model for Multimodal Semantic Discretization in CTR Prediction. | Ziye Tong, Jiahao Liu, Weimin Zhang, Hongji Ruan, Derick Tang, Zhanpeng Zeng, Qinsong Zeng, Peng Zhang, Tun Lu, Ning Gu |
| 2026 | WSDM | LLM Agent-based Shilling Attack on Recommender Systems. | Shengkang Gu, Jiahao Liu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Ning Gu, Li Shang, Tun Lu |
| 2025 | AAAI | LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation. | Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao |
| 2025 | ASIACRYPT | Universally Composable Subversion-Resilient Authenticated Key Exchange. | Jiahao Liu, Yi Wang, Rongmao Chen, Xinyi Huang, Jinshu Su, Moti Yung |
| 2025 | CIKM | EvalAgent: Towards Evaluating News Recommender Systems with LLM-based Agents. | Guangping Zhang, Peng Zhang, Jiahao Liu, Zhuoheng Li, Dongsheng Li, Hansu Gu, Tun Lu, Ning Gu |
| 2025 | CSCW | "Social Leading": Exploring Imposed Behavioral Synchrony in Virtual Reality. | Jiahao Liu, Zewuzi Meng, Lydia Lin, Andrea Stevenson Won |
| 2025 | ECAI | STaR: Multi-Granular Spatio-Temporal Reasoning for Long-Form Dense Video Captioning. | Yihao Wu, Chenhuan Cai, Liqi Yan, Huapeng Li, Jianhui Zhang, Jiahao Liu, Qifan Wang, Fangli Guan, Pan Li |
| 2025 | EMNLP | TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making. | Kechen Jiao, Zhirui Fang, Jiahao Liu, Bei Li, Qifan Wang, Xinyu Liu, Junhao Ruan, Zhongjian Qiao, Yifan Zhu, Yaxin Xu, Jingang Wang, Xiu Li |
| 2025 | EMNLP | IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method. | Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, JingBo Zhu |
| 2025 | EMNLP | PsyScam: A Benchmark for Psychological Techniques in Real-World Scams. | Shang Ma, Tianyi Ma, Jiahao Liu, Wei Song, Zhenkai Liang, Xusheng Xiao, Yanfang Ye |
| 2025 | EMNLP | ReMamba: Equip Mamba with Effective Long-Sequence Modeling. | Danlong Yuan, Jiahao Liu, Bei Li, Huishuai Zhang, Jingang Wang, Xunliang Cai, Dongyan Zhao |
| 2025 | IJCAI | Efficient Inter-Operator Scheduling for Concurrent Recommendation Model Inference on GPU. | Shuxi Guo, Zikang Xu, Jiahao Liu, Jinyi Zhang, Qi Qi, Haifeng Sun, Jun Huang, Jianxin Liao, Jingyu Wang |
| 2025 | NAACL | Dynamic Fisher-weighted Model Merging via Bayesian Optimization. | Sanwoo Lee, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Yunfang Wu |
| 2025 | NDSS | UI-CTX: Understanding UI Behaviors with Code Contexts for Mobile Applications. | Jiawei Li, Jiahao Liu, Jian Mao, Jun Zeng, Zhenkai Liang |
| 2025 | NDSS | ProvGuard: Detecting SDN Control Policy Manipulation via Contextual Semantics of Provenance Graphs. | Ziwen Liu, Jian Mao, Jun Zeng, Jiawei Li, Qixiao Lin, Jiahao Liu, Jianwei Zhuge, Zhenkai Liang |
| 2025 | VTC | Heterogeneous Graph Neural Network for Beamforming Design in Cell-Free Massive MIMO with Underlaid D2D Maritime Systems. | Haiyou Liu, Zuodong Xie, Jiahao Liu, Bohan Li |
| 2025 | WWW | Filtering Discomforting Recommendations with Large Language Models. | Jiahao Liu, Yiyang Shao, Peng Zhang, Dongsheng Li, Hansu Gu, Chao Chen, Longzhi Du, Tun Lu, Ning Gu |
| 2025 | WWW | Local Differentially Private Release of Infinite Streams With Temporal Relevance. | Runze Wang, Jiahao Liu, Miao Hu, Yipeng Zhou, Di Wu |
| 2025 | SIGIR | FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving Recommendation. | Mingzhe Han, Dongsheng Li, Jiafeng Xia, Jiahao Liu, Hansu Gu, Peng Zhang, Ning Gu, Tun Lu |
| 2025 | SIGIR | Unbiased Collaborative Filtering with Fair Sampling. | Jiahao Liu, Dongsheng Li, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2025 | SIGIR | AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain Recommendations. | Jiahao Liu, Shengkang Gu, Dongsheng Li, Guangping Zhang, Mingzhe Han, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2025 | SIGIR | Improving LLM-powered Recommendations with Personalized Information. | Jiahao Liu, Xueshuo Yan, Dongsheng Li, Guangping Zhang, Hansu Gu, Peng Zhang, Tun Lu, Li Shang, Ning Gu |
| 2024 | AAAI | What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation. | Zhuocheng Gong, Jiahao Liu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2024 | AAAI | MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning. | Ying Mo, Jian Yang, Jiahao Liu, Qifan Wang, Ruoyu Chen, Jingang Wang, Zhoujun Li |
| 2024 | ACL | Graph-Structured Speculative Decoding. | Zhuocheng Gong, Jiahao Liu, Ziyue Wang, Pengfei Wu, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2024 | ACL | Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism. | Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai |
| 2024 | CSCWD | A Study of Deep Learning Algorithms for Long-term Prediction and Correlation Identification of Arctic Ice. | Jiahao Liu, Yuan Feng, Shengyu Song, Yuanxiang Xu |
| 2024 | CSCWD | A Model for Sea Ice Segmentation based on Feature Pyramid Network and Multi-head Self-attention. | Yuanxiang Xu, Yuan Feng, Shengyu Song, Jiahao Liu |
| 2024 | EACL | Minimal Distillation Schedule for Extreme Language Model Compression. | Chen Zhang, Yang Yang, Qifan Wang, Jiahao Liu, Jingang Wang, Wei Wu, Dawei Song |
| 2024 | EMNLP | C-ICL: Contrastive In-context Learning for Information Extraction. | Ying Mo, Jiahao Liu, Jian Yang, Qifan Wang, Shun Zhang, Jingang Wang, Zhoujun Li |
| 2024 | EMNLP | M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning. | Taowen Wang, Yiyang Liu, James Liang, Junhan Zhao, Yiming Cui, Yuning Mao, Shaoliang Nie, Jiahao Liu, Fuli Feng, Zenglin Xu, Cheng Han, Lifu Huang, Qifan Wang, Dongfang Liu |
| 2024 | EMNLP | EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction. | Li Yang, Qifan Wang, Jianfeng Chi, Jiahao Liu, Jingang Wang, Fuli Feng, Zenglin Xu, Yi Fang, Lifu Huang, Dongfang Liu |
| 2024 | ICML | FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees. | Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng |
| 2024 | ISCAS | A Tri-Loop Capacitor-Less LDO with Current Feedback Loop and Super Source Follower Achieving 8-mV Undershoot and 99-dB PSR. | Jiahao Liu, Wangchen Fan, Yiqing Wang, Weifeng Sun, Zhongyuan Fang |
| 2024 | ISCAS | An 8K@120fps Hardware Implementation for Decoder-Side Motion Vector Refinement in VVC. | Jiahao Liu, Leilei Huang, Shushi Chen, Wei Li, Yibo Fan |
| 2024 | ICSE | Detecting Logic Bugs in Graph Database Management Systems via Injective and Surjective Graph Query Transformation. | Yuancheng Jiang, Jiahao Liu, Jinsheng Ba, Roland H. C. Yap, Zhenkai Liang, Manuel Rigger |
| 2024 | ProvSec | Subversion-Resilient Authenticated Key Exchange with Reverse Firewalls. | Jiahao Liu, Rongmao Chen, Yi Wang, Xincheng Tang, Jinshu Su |
| 2024 | RAID | KernJC: Automated Vulnerable Environment Generation for Linux Kernel Vulnerabilities. | Bonan Ruan, Jiahao Liu, Chuqi Zhang, Zhenkai Liang |
| 2024 | TrustCom | High-Capacity and High-Security Data Hiding in Encrypted Image Using Image Filtering and Image Blocking. | Yanpeng Xiang, Tao Zhang, Jiahao Liu, Xinbo Zhang, Yu Zhang |
| 2023 | ACL | PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models. | Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Rui Yan |
| 2023 | ACL | RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank. | Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Kai Chen, Rui Yan |
| 2023 | ACL | Lifting the Curse of Capacity Gap in Distilling Language Models. | Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song |
| 2023 | CIKM | AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. | Sijia Liu, Jiahao Liu, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu |
| 2023 | EMNLP | Improving Input-label Mapping with Demonstration Replay for In-context Learning. | Zhuocheng Gong, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Rui Yan |
| 2023 | EMNLP | Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. | Jiduan Liu, Jiahao Liu, Qifan Wang, Jingang Wang, Xunliang Cai, Dongyan Zhao, Ran Wang, Rui Yan |
| 2023 | ICASSP | NC-WAMKD: Neighborhood Correction Weight-Adaptive Multi-Teacher Knowledge Distillation for Graph-Based Semi-Supervised Node Classification. | Jiahao Liu, Pengcheng Guo, Yonghong Song |
| 2023 | ICASSP | Multi-Task Transformer with Relation-Attention and Type-Attention for Named Entity Recognition. | Ying Mo, Hongyin Tang, Jiahao Liu, Qifan Wang, Zenglin Xu, Jingang Wang, Wei Wu, Zhoujun Li |
| 2023 | IJCAI | FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment. | Jiahao Liu, Jiang Wu, Jinyu Chen, Miao Hu, Yipeng Zhou, Di Wu |
| 2023 | IJCNN | CA-SSD: Channel-Independent Rare Class Attention for 3D Object Detection. | Jiahao Liu, Hui-Xian Cheng, Guoqiang Xiao, Xianfeng Han |
| 2023 | INFOCOM | SubScatter: Subcarrier-Level OFDM Backscatter. | Jihong Yu, Caihui Du, Jiahao Liu, Rongrong Zhang, Shuai Wang |
| 2023 | ISCAS | An Error-Surface-Based Fractional Motion Estimation Algorithm and Hardware Implementation for VVC. | ShuShi Chen, Leilei Huang, Jiahao Liu, Chao Liu, Yibo Fan |
| 2023 | ICSE | Learning Graph-based Code Representations for Source-level Functional Similarity Detection. | Jiahao Liu, Jun Zeng, Xiang Wang, Zhenkai Liang |
| 2023 | KSEM | View Distribution Alignment with Progressive Adversarial Learning for UAV Visual Geo-Localization. | Cuiwei Liu, Jiahao Liu, Huaijun Qiu, Zhaokui Li, Xiangbin Shi |
| 2023 | KSEM | Conf-UNet: A Model for Speculation on Unknown Oracle Bone Characters. | Yuanxiang Xu, Yuan Feng, Jiahao Liu, Shengyu Song, Zhongwei Xu, Lan Zhang |
| 2023 | Mobisys | Timespan-based Backscatter Using a Single COTS Receiver. | Caihui Du, Jiahao Liu, Shuai Wang, Rongrong Zhang, Wei Gong, Jihong Yu |
| 2023 | WWW | Personalized Graph Signal Processing for Collaborative Filtering. | Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2023 | SIGIR | Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation. | Jiahao Liu, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Li Shang, Ning Gu |
| 2022 | DAC | An energy-efficient seizure detection processor using event-driven multi-stage CNN classification and segmented data processing with adaptive channel selection. | Jiahao Liu, Zirui Zhong, Yong Zhou, Hui Qiu, Jianbiao Xiao, Jiajing Fan, Zhaomin Zhang, Sixu Li, Yiming Xu, Siqi Yang, Weiwei Shan, Shuisheng Lin, Liang Chang, Jun Zhou |
| 2022 | EMNLP | GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. | Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan |
| 2022 | EMNLP | VIRT: Improving Representation-based Text Matching via Virtual Interaction. | Dan Li, Yang Yang, Hongyin Tang, Jiahao Liu, Qifan Wang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen |
| 2022 | ICONIP | SSPR: A Skyline-Based Semantic Place Retrieval Method. | Jiamin Lu, Zhenyu Zhou, Jiahao Liu, Jun Feng |
| 2022 | ISSTA | TeLL: log level suggestions via modeling multi-level code block information. | Jiahao Liu, Jun Zeng, Xiang Wang, Kaihang Ji, Zhenkai Liang |
| 2022 | KDD | RLogic: Recursive Logical Rule Learning from Knowledge Graphs. | Kewei Cheng, Jiahao Liu, Wei Wang, Yizhou Sun |
| 2022 | WWW | FIRE: Fast Incremental Recommendation with Graph Signal Processing. | Jiafeng Xia, Dongsheng Li, Hansu Gu, Jiahao Liu, Tun Lu, Ning Gu |
| 2022 | SP | SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records. | Jun Zeng, Xiang Wang, Jiahao Liu, Yinfang Chen, Zhenkai Liang, Tat-Seng Chua, Zheng Leong Chua |
| 2021 | ACL | VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. | Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si |
| 2020 | CEC | A Decomposition-based Multi-objective Self-adaptive Differential Evolution Algorithm for RFID Network Planning. | Jiahao Liu, Jing Liu |
| 2020 | ISCAS | Semantic Segmentation on Compressed Video using Block Motion Compensation and Guided Inpainting. | Stefanie Tanujaya, Tieh Chu, Jiahao Liu, Wen-Hsiao Peng |
| 2020 | ISCAS | A 6.4pJ/Bit Strong Physical Unclonable Function Based on Multiple-Stage Amplifier Chain. | Jieyun Zhang, Xiaojin Zhao, Man-Kay Law, Chongyao Xu, Jiahao Liu, Pui-In Mak, Rui Paulo Martins |
| 2020 | WSDM | Automatic Speaker Recognition with Limited Data. | Ruirui Li, Jyun-Yu Jiang, Jiahao Liu, Chu-Cheng Hsieh, Wei Wang |
| 2019 | CIS | K-Prototype Clustering for the Person of Temporary Probation and Parole and Criminal Release Based on Rough Set. | Kangshun Li, Ziming Wang, Jiahao Liu, Hongming Fang, Yishu Lei |
| 2019 | ICASSP | Multi-task Adaptive Matching Pursuit for Sparse Signal Recovery Exploiting Signal Structures. | Jiahao Liu, Qisong Wu, Yimin D. Zhang |
| 2019 | ICPP | CostPI: Cost-Effective Performance Isolation for Shared NVMe SSDs. | Jiahao Liu, Fang Wang, Dan Feng |
| 2019 | IJCAI | A Practical Semi-Parametric Contextual Bandit. | Yi Peng, Miao Xie, Jiahao Liu, Xuying Meng, Nan Li, Cheng Yang, Tao Yao, Rong Jin |
| 2018 | IJCAI | Topic-to-Essay Generation with Neural Networks. | Xiaocheng Feng, Ming Liu, Jiahao Liu, Bing Qin, Yibo Sun, Ting Liu |
| 2017 | ICSOC | Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach. | Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou |
| 2016 | ICPP | MIC: An Efficient Anonymous Communication System in Data Center Networks. | Tingwei Zhu, Dan Feng, Yu Hua, Fang Wang, Qingyu Shi, Jiahao Liu |