Ziqian Zeng

83 papers A* 19A 2Journal 51Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A training-inference consistent framework for early exiting in language models with parallel decoding.
Int. J. Mach. Learn. Cybern.
Ziqian Zeng, Zelin Chen, Huiping Zhuang
2026 A* conf
Neural Architecture for Fast and Reliable Coagulation Assessment in Clinical Settings: Leveraging Thromboelastography.
AAAI
Yulu Wang, Ziqian Zeng, Jianjun Wu, Zhifeng Tang
2026 J jnl
Neural Architecture for Fast and Reliable Coagulation Assessment in Clinical Settings: Leveraging Thromboelastography.
CoRR
Yulu Wang, Ziqian Zeng, Jianjun Wu, Zhifeng Tang
2026 A* conf
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior.
AAAI
Junyao Yang, Jianwei Wang, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 A* conf
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models.
CVPR
Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang
2025 J jnl
ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior.
CoRR
Weikai Lu, Ziqian Zeng, Kehua Zhang, Haoran Li, Huiping Zhuang, Ruidong Wang, Cen Chen, Hao Peng
2025 J jnl
Activation-Guided Local Editing for Jailbreaking Attacks.
CoRR
Jiecong Wang, Haoran Li, Hao Peng, Ziqian Zeng, Zihao Wang, Haohua Du, Zhengtao Yu
2025 A* conf
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning.
EMNLP
Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning.
CoRR
Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song
2025 J jnl
DRViT: A dynamic redundancy-aware vision transformer accelerator via algorithm and architecture co-design on FPGA.
J. Parallel Distributed Comput.
Xiangfeng Sun, Yuanting Zhang, Qinyu Wang, Xiaofeng Zou, Yujia Liu, Ziqian Zeng, Huiping Zhuang
2025 J jnl
Dap-SiMT: divergence-based adaptive policy for simultaneous machine translation.
Int. J. Mach. Learn. Cybern.
Libo Zhao, Ziqian Zeng
2025 J jnl
Decompose, Plan in Parallel, and Merge: A Novel Paradigm for Large Language Models based Planning with Multiple Constraints.
CoRR
Zhengdong Lu, Weikai Lu, Yiling Tao, Yun Dai, Zixuan Chen, Huiping Zhuang, Cen Chen, Hao Peng, Ziqian Zeng
2025 A* conf
DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation.
EMNLP
Libo Zhao, Jing Li, Ziqian Zeng
2025 J jnl
GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners.
CoRR
Haoran Li, Yulin Chen, Jingru Zeng, Hao Peng, Huihao Jing, Wenbin Hu, Xi Yang, Ziqian Zeng, Sirui Han, Yangqiu Song
2025 — conf
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models.
ACL (1)
Tao Zhang, Ziqian Zeng, YuxiangXiao YuxiangXiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan
2025 A* conf
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning.
ICML
Xiang Zhang, Run He, Chen Jiao, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang
2025 J jnl
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning.
CoRR
Xiang Zhang, Run He, Jiao Chen, Di Fang, Ming Li, Ziqian Zeng, Cen Chen, Huiping Zhuang
2025 J jnl
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning.
CoRR
Tao Zhang, Ziqian Zeng, Hao Peng, Huiping Zhuang, Cen Chen
2025 J jnl
Online Analytic Exemplar-Free Continual Learning With Large Models for Imbalanced Autonomous Driving Task.
IEEE Trans. Veh. Technol.
Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen
2025 — conf
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration.
ACL (1)
Ziqian Zeng, Jianwei Wang, Junyao Yang, Zhengdong Lu, Haoran Li, Huiping Zhuang, Cen Chen
2025 J jnl
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior.
CoRR
Junyao Yang, Jianwei Wang, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 J jnl
ResDecode: Accelerating Large Language Models Inference via Residual Decoding Heads.
Big Data Min. Anal.
Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Fan Yu, Hongen Shao, Xiaofeng Zou
2025 A* conf
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis.
EMNLP
Jianwei Wang, Chengming Shi, Junyao Yang, Haoran Li, Qianli Ma, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 J jnl
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis.
CoRR
Jianwei Wang, Junyao Yang, Haoran Li, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 — conf
SDD: Self-Degraded Defense against Malicious Fine-tuning.
ACL (1)
Zixuan Chen, Weikai Lu, Xin Lin, Ziqian Zeng
2025 J jnl
SDD: Self-Degraded Defense against Malicious Fine-tuning.
CoRR
Zixuan Chen, Weikai Lu, Xin Lin, Ziqian Zeng
2025 — conf
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings.
ACL (1)
Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 J jnl
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings.
CoRR
Weikai Lu, Hao Peng, Huiping Zhuang, Cen Chen, Ziqian Zeng
2025 A* conf
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning.
ICML
Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang
2025 J jnl
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning.
CoRR
Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang
2025 J jnl
Subkv: Quantizing Long Context KV Cache for Sub-Billion Parameter Language Models on Edge Devices.
Softw. Pract. Exp.
Ziqian Zeng, Tao Zhang, Zhengdong Lu, Wenjun Li, Huiping Zhuang, Hongen Shao, Sin G. Teo, Xiaofeng Zou
2025 J jnl
SynAdapt: Learning Adaptive Reasoning in Large Language Models via Synthetic Continuous Chain-of-Thought.
CoRR
Jianwei Wang, Ziming Wu, Fuming Lai, Shaobing Lian, Ziqian Zeng
2025 J jnl
Zero-shot event argument extraction by disentangling trigger from argument and role.
Int. J. Mach. Learn. Cybern.
Zhengdong Lu, Ziqian Zeng, Jianwei Wang, Hanlin Wang, Weikai Lu, Huiping Zhuang
2024 J jnl
AIR: Analytic Imbalance Rectifier for Continual Learning.
CoRR
Di Fang, Yinan Zhu, Runze Fang, Cen Chen, Ziqian Zeng, Huiping Zhuang
2024 J jnl
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption.
CoRR
Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau
2024 J jnl
Analytic Federated Learning.
CoRR
Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng
2024 J jnl
Chimera: A Lossless Decoding Method for Accelerating Large Language Models Inference by Fusing all Tokens.
CoRR
Ziqian Zeng, Jiahong Yu, Qianshi Pang, Zihao Wang, Huiping Zhuang, Cen Chen
2024 J jnl
Class incremental learning with analytic learning for hyperspectral image classification.
J. Frankl. Inst.
Huiping Zhuang, Yue Yan, Run He, Ziqian Zeng
2024 A* conf
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference.
AAAI
Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen
2024 A* conf
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning.
AAAI
Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin
2024 J jnl
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning.
CoRR
Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin
2024 A* conf
Dissecting Fine-Tuning Unlearning in Large Language Models.
EMNLP
Yihuai Hong, Yuelin Zou, Lijie Hu, Ziqian Zeng, Di Wang, Haiqin Yang
2024 J jnl
Dissecting Fine-Tuning Unlearning in Large Language Models.
CoRR
Yihuai Hong, Yuelin Zou, Lijie Hu, Ziqian Zeng, Di Wang, Haiqin Yang
2024 J jnl
Efficient Point Cloud Video Recognition via Spatio-Temporal Pruning for MEC-Based Consumer Applications.
IEEE Trans. Consumer Electron.
Cen Chen, Songyu Xie, Jing Liu, Zhongyao Cheng, Ziqian Zeng, Huiping Zhuang
2024 J jnl
Eraser: Jailbreaking Defense in Large Language Models via Unlearning Harmful Knowledge.
CoRR
Weikai Lu, Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Zelin Chen, Huiping Zhuang, Cen Chen
2024 A* conf
F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning.
NeurIPS
Huiping Zhuang, Yuchen Liu, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Yi Wang, Lap-Pui Chau
2024 J jnl
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data.
CoRR
Haoran Li, Xinyuan Zhao, Dadi Guo, Hanlin Gu, Ziqian Zeng, Yuxing Han, Yangqiu Song, Lixin Fan, Qiang Yang
2024 J jnl
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning.
CoRR
Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen
2024 A* conf
GACL: Exemplar-Free Generalized Analytic Continual Learning.
NeurIPS
Huiping Zhuang, Yizhu Chen, Di Fang, Run He, Kai Tong, Hongxin Wei, Ziqian Zeng, Cen Chen
2024 J jnl
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models.
CoRR
Tao Zhang, Ziqian Zeng, Yuxiang Xiao, Huiping Zhuang, Cen Chen, James R. Foulds, Shimei Pan
2024 — conf
On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction.
LREC/COLING
Jianwei Wang, Tianyin Wang, Ziqian Zeng
2024 J jnl
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction.
CoRR
Jianwei Wang, Tianyin Wang, Ziqian Zeng
2024 J jnl
Online Analytic Exemplar-Free Continual Learning with Large Models for Imbalanced Autonomous Driving Task.
CoRR
Huiping Zhuang, Di Fang, Kai Tong, Yuchen Liu, Ziqian Zeng, Xu Zhou, Cen Chen
2024 J jnl
Online network traffic classification based on external attention and convolution by IP packet header.
Comput. Networks
Yahui Hu, Ziqian Zeng, Junping Song, Luyang Xu, Xu Zhou
2024 J jnl
PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration.
CoRR
Ziqian Zeng, Jianwei Wang, Zhengdong Lu, Huiping Zhuang, Cen Chen
2024 A* conf
PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation.
EMNLP
Libo Zhao, Jing Li, Ziqian Zeng
2024 J jnl
PsFuture: A Pseudo-Future-based Zero-Shot Adaptive Policy for Simultaneous Machine Translation.
CoRR
Libo Zhao, Jing Li, Ziqian Zeng
2024 — conf
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator.
LREC/COLING
Ziqian Zeng, Runyu Wu, Yuxiang Xiao, Xiaoda Zhong, Hanlin Wang, Zhengdong Lu, Huiping Zhuang
2024 — conf
Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales.
WWW (Companion Volume)
Wenyu Li, Yinuo Zhu, Xin Lin, Ming Li, Ziyue Jiang, Ziqian Zeng
2024 J jnl
Zero-shot Explainable Mental Health Analysis on Social Media by Incorporating Mental Scales.
CoRR
Wenyu Li, Yinuo Zhu, Xin Lin, Ming Li, Ziyue Jiang, Ziqian Zeng
2023 J jnl
Adaptive Policy with Wait-$k$ Model for Simultaneous Translation.
CoRR
Libo Zhao, Kai Fan, Wei Luo, Jing Wu, Shushu Wang, Ziqian Zeng, Zhongqiang Huang
2023 A* conf
Adaptive Policy with Wait-k Model for Simultaneous Translation.
EMNLP
Libo Zhao, Kai Fan, Wei Luo, Jing Wu, Shushu Wang, Ziqian Zeng, Zhongqiang Huang
2023 J jnl
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference.
CoRR
Ziqian Zeng, Yihuai Hong, Hongliang Dai, Huiping Zhuang, Cen Chen
2023 — conf
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained.
ACL (1)
Hongliang Dai, Ziqian Zeng
2023 J jnl
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained.
CoRR
Hongliang Dai, Ziqian Zeng
2023 A* conf
GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task.
CVPR
Huiping Zhuang, Zhenyu Weng, Run He, Zhiping Lin, Ziqian Zeng
2023 J jnl
Network Traffic Classification Based on External Attention by IP Packet Header.
CoRR
Yahui Hu, Ziqian Zeng, Junping Song, Luyang Xu, Xu Zhou
2022 — conf
Weakly Supervised Text Classification using Supervision Signals from a Language Model.
NAACL-HLT (Findings)
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
2022 J jnl
Weakly Supervised Text Classification using Supervision Signals from a Language Model.
CoRR
Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao, Yangqiu Song
2021 A* conf
Debiasing Career Recommendations with Neural Fair Collaborative Filtering.
WWW
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
2021 A conf
Fair Representation Learning for Heterogeneous Information Networks.
ICWSM
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2021 J jnl
Fair Representation Learning for Heterogeneous Information Networks.
CoRR
Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Yangqiu Song, Shimei Pan
2021 A conf
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization.
EACL
Ziqian Zeng, Yangqiu Song
2021 J jnl
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization.
CoRR
Ziqian Zeng, Yangqiu Song
2020 J jnl
A Variational Approach to Unsupervised Sentiment Analysis.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Zizheng Lin, Yangqiu Song, Michael David Kuo, Wan Hang Keith Chiu
2020 J jnl
Neural Fair Collaborative Filtering.
CoRR
Rashidul Islam, Kamrun Naher Keya, Ziqian Zeng, Shimei Pan, James R. Foulds
2019 — conf
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
NAACL-HLT (1)
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2019 J jnl
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification.
CoRR
Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song
2018 A* conf
Biased Random Walk based Social Regularization for Word Embeddings.
IJCAI
Ziqian Zeng, Xin Liu, Yangqiu Song
2017 J jnl
Sequential conditional entropy maximization semi-supervised hashing for semantic image retrieval.
Int. J. Mach. Learn. Cybern.
Wing W. Y. Ng, Yueming Lv, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan
2017 A* conf
Socialized Word Embeddings.
IJCAI
Ziqian Zeng, Yichun Yin, Yangqiu Song, Ming Zhang
2015 J jnl
Asymmetric Cyclical Hashing for Large Scale Image Retrieval.
IEEE Trans. Multim.
Yueming Lv, Wing W. Y. Ng, Ziqian Zeng, Daniel S. Yeung, Patrick P. K. Chan
2014 — conf
Multiple Orthogonal K-means Hashing.
ICMLC (CCIS volume)
Ziqian Zeng, Yueming Lv, Wing W. Y. Ng