Adaptive Modulation in Coded Cooperation under Rayleigh Fading Channels. - Kan Zheng; Lijie Hu; Ling Wang; Wenbo Wang 007; Lin Huang (IEICE Trans. Commun., 2010)

Performance Analysis of HARQ Transmission in Cooperative DF Relaying Systems. - Kan Zheng; Lijie Hu; Wenbo Wang 007; Lin Huang (Wirel. Pers. Commun., 2010)

Reference signal design for demodulation of higher-order MU-MIMO in 3D-MIMO systems. - Yuhong Huang; Lijie Hu; Hui Tong; Fei Wang 004; Jing Jin; Guangyi Liu 001; Qixing Wang (ICCC Workshops, 2015)

Practical pilot contamination modelling and reduction in TDD 3D-MIMO systems. - Jing Jin; Hui Tong; Fei Wang 004; Lijie Hu; Xueying Hou; Qixing Wang; Guangyi Liu 001 (PIMRC, 2015)

Faster Rates of Private Stochastic Convex Optimization. - Jinyan Su; Lijie Hu; Di Wang 015 (ALT, 2022)

High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data. - Lijie Hu; Shuo Ni; Hanshen Xiao; Di Wang 015 (PODS, 2022)

SEAT: Stable and Explainable Attention. - Lijie Hu; Yixin Liu 002; Ninghao Liu; Mengdi Huai; Lichao Sun 001; Di Wang 015 (AAAI, 2023)

Privacy-preserving Sparse Generalized Eigenvalue Problem. - Lijie Hu; Zihang Xiang; Jiabin Liu; Di Wang 015 (AISTATS, 2023)

Finite Sample Guarantees of Differentially Private Expectation Maximization Algorithm. - Di Wang 015; Jiahao Ding; Lijie Hu; Zejun Xie; Miao Pan; Jinhui Xu 001 (ECAI, 2023)

A Fundamental Model with Stable Interpretability for Traffic Forecasting. - Xiaochuan Gou; Lijie Hu; Di Wang 015; Xiangliang Zhang 001 (GeoPrivacy@SIGSPATIAL, 2023)

Error-and-Erasure Decoding of Product-Like Codes With BCH and SPC Components. - Mingyang Zhu; Ming Jiang 012; Chunming Zhao 001; Lijie Hu (ICCC Workshops, 2023)

Channel Estimation and Reflecting Design of RIS-Aided Coded Systems Over Time-Varying Channels. - Hongmei Kang; Lin Zhao; Yi Sun 005; Nan Hu; Lijie Hu; Ming Jiang 012 (ICCT, 2023)

Rate-Compatible Puncturing and Shortening of Short PAC Codes for 6G URLLC. - Xianwen Zhang; Ming Jiang 012; Mingyang Zhu; Chunming Zhao 001; Lijie Hu (SPAWC, 2023)

Improving Faithfulness for Vision Transformers. - Lijie Hu; Yixin Liu 002; Ninghao Liu; Mengdi Huai; Lichao Sun 001; Di Wang 015 (CoRR, 2023)

Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data. - Di Wang 015; Lijie Hu; Huanyu Zhang; Marco Gaboardi; Jinhui Xu 001 (J. Mach. Learn. Res., 2023)

A low-floor bit-mapping scheme for LDPC coded BICM for 5G and beyond systems. - Mingyang Zhu; Ming Jiang 012; Chunming Zhao 001; Lijie Hu; Xiaodong Xu (Sci. China Inf. Sci., 2023)

Differentially Private Natural Language Models: Recent Advances and Future Directions. - Lijie Hu; Ivan Habernal; Lei Shen; Di Wang 015 (EACL (Findings), 2024)

Dissecting Fine-Tuning Unlearning in Large Language Models. - Yihuai Hong; Yuelin Zou; Lijie Hu; Ziqian Zeng; Di Wang 015; Haiqin Yang (EMNLP, 2024)

UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause. - Guimin Hu; Zhihong Zhu; Daniel Hershcovich; Lijie Hu; Hasti Seifi; Jiayuan Xie (EMNLP (Findings), 2024)

Private Language Models via Truncated Laplacian Mechanism. - Tianhao Huang; Tao Yang; Ivan Habernal; Lijie Hu; Di Wang 015 (EMNLP, 2024)

Faithful Vision-Language Interpretation via Concept Bottleneck Models. - Songning Lai; Lijie Hu; Junxiao Wang; Laure Berti-Équille; Di Wang 015 (ICLR, 2024)

Improving Interpretation Faithfulness for Vision Transformers. - Lijie Hu; Yixin Liu 002; Ninghao Liu; Mengdi Huai; Lichao Sun 001; Di Wang 015 (ICML, 2024)

SATO: Stable Text-to-Motion Framework. - Wenshuo Chen; Hongru Xiao; Erhang Zhang; Lijie Hu; Lei Wang 108; Mengyuan Liu; Chen Chen 001 (ACM Multimedia, 2024)

Towards Multi-dimensional Explanation Alignment for Medical Classification. - Lijie Hu; Songning Lai; Wenshuo Chen; Hongru Xiao; Hongbin Lin; Lu Yu; Jingfeng Zhang; Di Wang 015 (NeurIPS, 2024)

MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning. - Shu Yang 010; Muhammad Asif Ali; Cheng-Long Wang 003; Lijie Hu; Di Wang 015 (CoRR, 2024)

Human-AI Interactions in the Communication Era: Autophagy Makes Large Models Achieving Local Optima. - Shu Yang 010; Lijie Hu; Lu Yu; Muhammad Asif Ali; Di Wang 015 (CoRR, 2024)

Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. - Shu Yang 010; Jiayuan Su; Han Jiang; Mengdi Li; Keyuan Cheng; Muhammad Asif Ali; Lijie Hu; Di Wang 015 (CoRR, 2024)

PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression. - Muhammad Asif Ali; Zhengping Li; Shu Yang 010; Keyuan Cheng; Yang Cao; Tianhao Huang; Lijie Hu; Lu Yu; Di Wang 015 (CoRR, 2024)

Multi-hop Question Answering under Temporal Knowledge Editing. - Keyuan Cheng; Gang Lin; Haoyang Fei; Yuxuan Zhai; Lu Yu; Muhammad Asif Ali; Lijie Hu; Di Wang 015 (CoRR, 2024)

Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top. - Keyuan Cheng; Muhammad Asif Ali; Shu Yang 010; Gang Lin; Yuxuan Zhai; Haoyang Fei; Ke Xu; Lu Yu; Lijie Hu; Di Wang 015 (CoRR, 2024)

Editable Concept Bottleneck Models. - Lijie Hu; Chenyang Ren; Zhengyu Hu; Cheng-Long Wang 003; Di Wang 015 (CoRR, 2024)

Text Guided Image Editing with Automatic Concept Locating and Forgetting. - Jia Li 053; Lijie Hu; Zhixian He; Jingfeng Zhang; Tianhang Zheng; Di Wang 015 (CoRR, 2024)

A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. - Lijie Hu; Liang Liu; Shu Yang 010; Xin Chen; Hongru Xiao; Mengdi Li; Pan Zhou 001; Muhammad Asif Ali; Di Wang 015 (CoRR, 2024)

Semi-supervised Concept Bottleneck Models. - Lijie Hu; Tianhao Huang; Huanyi Xie; Chenyang Ren; Zhengyu Hu; Lu Yu; Di Wang 015 (CoRR, 2024)

DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving. - Songning Lai; Tianlang Xue; Hongru Xiao; Lijie Hu; Jiemin Wu; Ninghui Feng; Runwei Guan; Haicheng Liao; Zhenning Li; Yutao Yue (CoRR, 2024)

Understanding Reasoning in Chain-of-Thought from the Hopfieldian View. - Lijie Hu; Liang Liu; Shu Yang 010; Xin Chen; Zhen Tan; Muhammad Asif Ali; Mengdi Li; Di Wang 015 (CoRR, 2024)

CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models. - Songning Lai; Jiayu Yang; Yu Huang; Lijie Hu; Tianlang Xue; Zhangyi Hu; Jiaxu Li; Haicheng Liao; Yutao Yue (CoRR, 2024)

Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing. - Zhuoran Zhang 003; Yongxiang Li; Zijian Kan; Keyuan Cheng; Lijie Hu; Di Wang 015 (CoRR, 2024)

What makes your model a low-empathy or warmth person: Exploring the Origins of Personality in LLMs. - Shu Yang 010; Shenzhe Zhu; Ruoxuan Bao; Liang Liu; Yu Cheng; Lijie Hu; Mengdi Li; Di Wang 015 (CoRR, 2024)

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents. - Dawei Li; Zhen Tan; Peijia Qian; Yifan Li; Kumar Satvik Chaudhary; Lijie Hu; Jiayi Shen (CoRR, 2024)

Dissecting Misalignment of Multimodal Large Language Models via Influence Function. - Lijie Hu; Chenyang Ren; Huanyi Xie; Khouloud Saadi; Shu Yang 010; Jingfeng Zhang; Di Wang 015 (CoRR, 2024)

Uncertain inference network in evidential reasoning. - Lijie Hu; Jinwu Gao; Giuseppe Fenza; Yanghe Feng; Carmen De Maio (Evol. Intell., 2024)

Faster Rates of Differentially Private Stochastic Convex Optimization. - Jinyan Su; Lijie Hu; Di Wang 015 (J. Mach. Learn. Res., 2024)

Nearly Optimal Rates of Privacy-Preserving Sparse Generalized Eigenvalue Problem. - Lijie Hu; Zihang Xiang; Jiabin Liu; Di Wang 015 (IEEE Trans. Knowl. Data Eng., 2024)

Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach. - Zhen Tan 001; Jie Peng 002; Song Wang 013; Lijie Hu; Tianlong Chen 001; Huan Liu 001 (AAAI, 2025)

Fair Text-to-Image Diffusion via Fair Mapping. - Jia Li 053; Lijie Hu; Jingfeng Zhang; Tianhang Zheng; Hua Zhang; Di Wang 015 (AAAI, 2025)

COMPKE: Complex Question Answering under Knowledge Editing. - Keyuan Cheng; Zijian Kan; Zhuoran Zhang 003; Muhammad Asif Ali; Lijie Hu; Di Wang 015 (ACL (Findings), 2025)

CODEMENV: Benchmarking Large Language Models on Code Migration. - Keyuan Cheng; Xudong Shen; Yihao Yang; TengyueWang TengyueWang; Yang Cao; Muhammad Asif Ali; Hanbin Wang; Lijie Hu; Di Wang (ACL (Findings), 2025)

Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements. - Shu Yang 010; Shenzhe Zhu; Zeyu Wu; Keyu Wang 001; Junchi Yao; Junchao Wu; Lijie Hu; Mengdi Li; Derek F. Wong; Di Wang 015 (ACL (Findings), 2025)

Understanding the Repeat Curse in Large Language Models from a Feature Perspective. - Junchi Yao; Shu Yang 010; Jianhua Xu; Lijie Hu; Mengdi Li; Di Wang 015 (ACL (Findings), 2025)

Backdooring Vision-Language Models with Out-Of-Distribution Data. - Weimin Lyu; Jiachen Yao; Saumya Gupta; Lu Pang 006; Tao Sun 009; Lingjie Yi; Lijie Hu; Haibin Ling; Chao Chen 012 (ICLR, 2025)

Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning. - Lin Zhang; Lijie Hu; Di Wang 015 (NAACL (Findings), 2025)

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents. - Dawei Li 008; Zhen Tan 001; Peijia Qian; Yifan Li; Kumar Satvik Chaudhary; Lijie Hu; Jiayi Shen (PAKDD (3), 2025)

Soft Decoders for Various Ambient IoT Receivers in FEC-Miller Concatenated Coding System. - Xiaodong Shen; Rujing Shen; Lei Xia; Lijie Hu; Nan Hu; Haiyu Ding (WCNC, 2025)

Faithful Interpretation for Graph Neural Networks. - Lijie Hu; Tianhao Huang; Lu Yu; Wanyu Lin; Tianhang Zheng; Di Wang 015 (Trans. Mach. Learn. Res., 2025)

Evaluating Data Influence in Meta Learning. - Chenyang Ren; Huanyi Xie; Shu Yang 010; Meng Ding; Lijie Hu; Di Wang 015 (CoRR, 2025)

Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss. - Wenshuo Chen; Haozhe Jia; Songning Lai; Keming Wu; Hongru Xiao; Lijie Hu; Yutao Yue (CoRR, 2025)

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification. - Lin Zhang; Wenshuo Dong; Zhuoran Zhang 003; Shu Yang 010; Lijie Hu; Ninghao Liu; Pan Zhou 001; Di Wang 015 (CoRR, 2025)

Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. - Tong Li; Shu Yang 010; Junchao Wu; Jiyao Wei; Lijie Hu; Mengdi Li; Derek F. Wong; Joshua R. Oltmanns; Di Wang 015 (CoRR, 2025)

C2 ATTACK: Towards Representation Backdoor on CLIP via Concept Confusion. - Lijie Hu; Junchi Liao; Weimin Lyu; Shaopeng Fu; Tianhao Huang; Shu Yang 010; Guimin Hu; Di Wang 015 (CoRR, 2025)

Understanding How Value Neurons Shape the Generation of Specified Values in LLMs. - Yi Su; Jiayi Zhang; Shu Yang 010; Xinhai Wang; Lijie Hu; Di Wang 015 (CoRR, 2025)

Towards Stable and Explainable Attention Mechanisms. - Lijie Hu; Xinhai Wang; Yixin Liu 002; Ninghao Liu; Mengdi Huai; Lichao Sun 001; Di Wang 015 (IEEE Trans. Knowl. Data Eng., 2025)

Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons. - Wenshuo Dong; Qingsong Yang; Shu Yang 010; Lijie Hu; Meng Ding; Wanyu Lin; Tianhang Zheng; Di Wang 015 (CoRR, 2025)

COMPKE: Complex Question Answering under Knowledge Editing. - Keyuan Cheng; Zijian Kan; Zhixian He; Zhuoran Zhang 003; Muhammad Asif Ali; Ke Xu; Lijie Hu; Di Wang 015 (CoRR, 2025)

CODEMENV: Benchmarking Large Language Models on Code Migration. - Keyuan Cheng; Xudong Shen; Yihao Yang; Tengyue Wang; Yang Cao; Muhammad Asif Ali; Hanbin Wang; Lijie Hu; Di Wang 015 (CoRR, 2025)

Stable Vision Concept Transformers for Medical Diagnosis. - Lijie Hu; Songning Lai; Yuan Hua; Shu Yang; Jingfeng Zhang; Di Wang (CoRR, 2025)

Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment. - Huanyi Xie; Lijie Hu; Lu Yu; Tianhao Huang; Longfei Li; Meng Li; Jun Zhou; Huan Wang 005; Di Wang 015 (CoRR, 2025)

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs. - Wenrui Zhou; Shu Yang 010; Qingsong Yang; Zikun Guo; Lijie Hu; Di Wang 015 (CoRR, 2025)

Mitigating Behavioral Hallucination in Multimodal Large Language Models for Sequential Images. - Liangliang You; Junchi Yao; Shu Yang 010; Guimin Hu; Lijie Hu; Di Wang 015 (CoRR, 2025)

The Compositional Architecture of Regret in Large Language Models. - Xiangxiang Cui; Shu Yang 010; Tianjin Huang; Wanyu Lin; Lijie Hu; Di Wang 015 (CoRR, 2025)

Attributing Data for Sharpness-Aware Minimization. - Chenyang Ren; Yifan Jia; Huanyi Xie; Zhaobin Xu; Tianxing Wei; Liangyu Wang; Lijie Hu; Di Wang (CoRR, 2025)

Partitioner Guided Modal Learning Framework. - Guimin Hu; Yi Xin; Lijie Hu; Zhihong Zhu; Hasti Seifi (CoRR, 2025)

MSRS: Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models. - Xinyan Jiang; Lin Zhang; Jiayi Zhang; Qingsong Yang; Guimin Hu; Di Wang 015; Lijie Hu (CoRR, 2025)