Multiple Orthogonal K-means Hashing. - Ziqian Zeng; Yueming Lv; Wing W. Y. Ng (ICMLC (CCIS volume), 2014)

Asymmetric Cyclical Hashing for Large Scale Image Retrieval. - Yueming Lv; Wing W. Y. Ng; Ziqian Zeng; Daniel S. Yeung; Patrick P. K. Chan (IEEE Trans. Multim., 2015)

Socialized Word Embeddings. - Ziqian Zeng; Yichun Yin; Yangqiu Song; Ming Zhang 004 (IJCAI, 2017)

Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval. - Wing W. Y. Ng; Yueming Lv; Ziqian Zeng; Daniel S. Yeung; Patrick P. K. Chan (Int. J. Mach. Learn. Cybern., 2017)

Biased Random Walk based Social Regularization for Word Embeddings. - Ziqian Zeng; Xin Liu 039; Yangqiu Song (IJCAI, 2018)

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. - Ziqian Zeng; Wenxuan Zhou; Xin Liu 039; Yangqiu Song (NAACL-HLT (1), 2019)

A Variational Approach to Unsupervised Sentiment Analysis. - Ziqian Zeng; Wenxuan Zhou; Xin Liu 039; Zizheng Lin; Yangqiu Song; Michael David Kuo; Wan Hang Keith Chiu (CoRR, 2020)

Neural Fair Collaborative Filtering. - Rashidul Islam; Kamrun Naher Keya; Ziqian Zeng; Shimei Pan; James R. Foulds (CoRR, 2020)

Variational Weakly Supervised Sentiment Analysis with Posterior Regularization. - Ziqian Zeng; Yangqiu Song (EACL, 2021)

Fair Representation Learning for Heterogeneous Information Networks. - Ziqian Zeng; Rashidul Islam; Kamrun Naher Keya; James R. Foulds; Yangqiu Song; Shimei Pan (ICWSM, 2021)

Debiasing Career Recommendations with Neural Fair Collaborative Filtering. - Rashidul Islam; Kamrun Naher Keya; Ziqian Zeng; Shimei Pan; James R. Foulds (WWW, 2021)

Weakly Supervised Text Classification using Supervision Signals from a Language Model. - Ziqian Zeng; Weimin Ni; Tianqing Fang; Xiang Li; Xinran Zhao; Yangqiu Song (NAACL-HLT (Findings), 2022)

From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained. - Hongliang Dai; Ziqian Zeng (ACL (1), 2023)

GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task. - Huiping Zhuang; Zhenyu Weng; Run He; Zhiping Lin 001; Ziqian Zeng (CVPR, 2023)

Adaptive Policy with Wait-k Model for Simultaneous Translation. - Libo Zhao; Kai Fan 002; Wei Luo; Jing Wu; Shushu Wang; Ziqian Zeng; Zhongqiang Huang (EMNLP, 2023)

Network Traffic Classification Based on External Attention by IP Packet Header. - Yahui Hu; Ziqian Zeng; Junping Song; Luyang Xu; Xu Zhou (CoRR, 2023)

ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. - Ziqian Zeng; Yihuai Hong; Hongliang Dai; Huiping Zhuang; Cen Chen 002 (AAAI, 2024)

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning. - Huiping Zhuang; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Zhiping Lin 001 (AAAI, 2024)

On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction. - Jianwei Wang; Tianyin Wang; Ziqian Zeng (LREC/COLING, 2024)

Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator. - Ziqian Zeng; Runyu Wu; Yuxiang Xiao; Xiaoda Zhong; Hanlin Wang; Zhengdong Lu; Huiping Zhuang (LREC/COLING, 2024)

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

PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation. - Libo Zhao; Jing Li; Ziqian Zeng (EMNLP, 2024)

GACL: Exemplar-Free Generalized Analytic Continual Learning. - Huiping Zhuang; Yizhu Chen; Di Fang 004; Run He; Kai Tong; Hongxin Wei; Ziqian Zeng; Cen Chen 002 (NeurIPS, 2024)

F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning. - Huiping Zhuang; Yuchen Liu 001; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Yi Wang 068; Lap-Pui Chau (NeurIPS, 2024)

Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales. - Wenyu Li; Yinuo Zhu; Xin Lin; Ming Li; Ziyue Jiang 005; Ziqian Zeng (WWW (Companion Volume), 2024)

Online network traffic classification based on external attention and convolution by IP packet header. - Yahui Hu; Ziqian Zeng; Junping Song; Luyang Xu; Xu Zhou (Comput. Networks, 2024)

Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens. - Ziqian Zeng; Jiahong Yu; Qianshi Pang; Zihao Wang; Huiping Zhuang; Cen Chen 002 (CoRR, 2024)

G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning. - Huiping Zhuang; Yizhu Chen; Di Fang 004; Run He; Kai Tong; Hongxin Wei; Ziqian Zeng; Cen Chen 002 (CoRR, 2024)

AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption. - Huiping Zhuang; Yuchen Liu 001; Run He; Kai Tong; Ziqian Zeng; Cen Chen 002; Yi Wang 068; Lap-Pui Chau (CoRR, 2024)

Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge. - Weikai Lu; Ziqian Zeng; Jianwei Wang; Zhengdong Lu; Zelin Chen; Huiping Zhuang; Cen Chen 002 (CoRR, 2024)

Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data. - Haoran Li 003; Xinyuan Zhao; Dadi Guo; Hanlin Gu; Ziqian Zeng; Yuxing Han 001; Yangqiu Song; Lixin Fan; Qiang Yang 001 (CoRR, 2024)

Analytic Federated Learning. - Huiping Zhuang; Run He; Kai Tong; Di Fang 004; Han Sun; Haoran Li; Tianyi Chen; Ziqian Zeng (CoRR, 2024)

PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. - Ziqian Zeng; Jianwei Wang; Zhengdong Lu; Huiping Zhuang; Cen Chen 002 (CoRR, 2024)

GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. - Tao Zhang 019; Ziqian Zeng; Yuxiang Xiao; Huiping Zhuang; Cen Chen 002; James R. Foulds; Shimei Pan (CoRR, 2024)

AIR: Analytic Imbalance Rectifier for Continual Learning. - Di Fang 004; Yinan Zhu; Runze Fang; Cen Chen 002; Ziqian Zeng; Huiping Zhuang (CoRR, 2024)

PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation. - Libo Zhao; Jing Li 049; Ziqian Zeng (CoRR, 2024)

Class incremental learning with analytic learning for hyperspectral image classification. - Huiping Zhuang; Yue Yan; Run He; Ziqian Zeng (J. Frankl. Inst., 2024)

Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications. - Cen Chen 002; Songyu Xie; Jing Liu 032; Zhongyao Cheng; Ziqian Zeng; Huiping Zhuang (IEEE Trans. Consumer Electron., 2024)

SDD: Self-Degraded Defense against Malicious Fine-tuning. - Zixuan Chen; Weikai Lu; Xin Lin; Ziqian Zeng (ACL (1), 2025)

SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings. - Weikai Lu; Hao Peng; Huiping Zhuang; Cen Chen 002; Ziqian Zeng (ACL (1), 2025)

PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration. - Ziqian Zeng; Jianwei Wang; Junyao Yang; Zhengdong Lu; Haoran Li; Huiping Zhuang; Cen Chen 002 (ACL (1), 2025)

GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models. - Tao Zhang 019; Ziqian Zeng; YuxiangXiao YuxiangXiao; Huiping Zhuang; Cen Chen 002; James R. Foulds; Shimei Pan (ACL (1), 2025)

AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. - Run He; Kai Tong; Di Fang 004; Han Sun; Ziqian Zeng; Haoran Li; Tianyi Chen; Huiping Zhuang (CVPR, 2025)

DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA. - Xiangfeng Sun; Yuanting Zhang; Qinyu Wang; Xiaofeng Zou; Yujia Liu; Ziqian Zeng; Huiping Zhuang (J. Parallel Distributed Comput., 2025)

Subkv: Quantizing Long Context KV Cache for Sub-Billion Parameter Language Models on Edge Devices. - Ziqian Zeng; Tao Zhang 019; Zhengdong Lu; Wenjun Li; Huiping Zhuang; Hongen Shao; Sin G. Teo; Xiaofeng Zou (Softw. Pract. Exp., 2025)

RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis. - Jianwei Wang; Junyao Yang; Haoran Li; Huiping Zhuang; Cen Chen 002; Ziqian Zeng (CoRR, 2025)

Dap-SiMT: divergence-based adaptive policy for simultaneous machine translation. - Libo Zhao; Ziqian Zeng (Int. J. Mach. Learn. Cybern., 2025)

Online Analytic Exemplar-Free Continual Learning With Large Models for Imbalanced Autonomous Driving Task. - Huiping Zhuang; Di Fang 004; Kai Tong; Yuchen Liu 001; Ziqian Zeng; Xu Zhou 001; Cen Chen 002 (IEEE Trans. Veh. Technol., 2025)

Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. - Run He; Di Fang 004; Yicheng Xu; Yawen Cui; Ming Li 011; Cen Chen 002; Ziqian Zeng; Huiping Zhuang (CoRR, 2025)

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. - Wenbin Hu; Haoran Li 003; Huihao Jing; Qi Hu; Ziqian Zeng; Sirui Han; Heli Xu; Tianshu Chu; Peizhao Hu; Yangqiu Song (CoRR, 2025)

L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning. - Xiang Zhang; Run He; Jiao Chen; Di Fang 004; Ming Li 011; Ziqian Zeng; Cen Chen 002; Huiping Zhuang (CoRR, 2025)

Decompose, Plan in Parallel, and Merge: A Novel Paradigm for Large Language Models based Planning with Multiple Constraints. - Zhengdong Lu; Weikai Lu; Yiling Tao; Yun Dai; Zixuan Chen; Huiping Zhuang; Cen Chen 002; Hao Peng; Ziqian Zeng (CoRR, 2025)

Zero-shot event argument extraction by disentangling trigger from argument and role. - Zhengdong Lu; Ziqian Zeng; Jianwei Wang; Hanlin Wang; Weikai Lu; Huiping Zhuang (Int. J. Mach. Learn. Cybern., 2025)

Activation-Guided Local Editing for Jailbreaking Attacks. - Jiecong Wang; Haoran Li 003; Hao Peng 001; Ziqian Zeng; Zihao Wang 001; Haohua Du; Zhengtao Yu 001 (CoRR, 2025)

SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought. - Jianwei Wang; Ziming Wu; Fuming Lai; Shaobing Lian; Ziqian Zeng (CoRR, 2025)

RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior. - Junyao Yang; Jianwei Wang; Huiping Zhuang; Cen Chen 002; Ziqian Zeng (CoRR, 2025)