Zhiliang Tian

According to our database, Zhiliang Tian authored at least 42 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification.

Yiping Song, Juhua Zhang, Zhiliang Tian, Yuxin Yang, Minlie Huang, Dongsheng Li

CoRR, 2024

TFDMNet: A Novel Network Structure Combines the Time Domain and Frequency Domain Features.

Hengyue Pan, Yixin Chen, Zhiliang Tian, Peng Qiao, Linbo Qiao, Dongsheng Li

CoRR, 2024

Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank.

Xingzhi Zhou, Zhiliang Tian, Ka Chun Cheung, Simon See, Nevin L. Zhang

CoRR, 2024

POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation.

Shilong Pan, Zhiliang Tian, Liang Ding, Zhen Huang, Zhihua Wen, Dongsheng Li

CoRR, 2024

2023

Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery.

Zimian Wei, Lujun Li, Peijie Dong, Zheng Hui, Anggeng Li, Menglong Lu, Hengyue Pan, Zhiliang Tian, Dongsheng Li

CoRR, 2023

TVT: Training-Free Vision Transformer Search on Tiny Datasets.

Zimian Wei, Hengyue Pan, Lujun Li, Peijie Dong, Zhiliang Tian, Xin Niu, Dongsheng Li

CoRR, 2023

Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models.

Qingyue Wang, Liang Ding, Yanan Cao, Zhiliang Tian, Shi Wang, Dacheng Tao, Li Guo

CoRR, 2023

Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks.

Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Dongsheng Li, Dacheng Tao

CoRR, 2023

A Case-Based Reasoning Framework for Adaptive Prompting in Cross-Domain Text-to-SQL.

Chunxi Guo, Zhiliang Tian, Jintao Tang, Pancheng Wang, Zhihua Wen, Kang Yang, Ting Wang

CoRR, 2023

A Multi-view Meta-learning Approach for Multi-modal Response Generation.

Zhiliang Tian, Zheng Xie, Fuqiang Lin, Yiping Song

Proceedings of the ACM Web Conference 2023, 2023

Hashtag-Guided Low-Resource Tweet Classification.

Shizhe Diao, Sedrick Scott Keh, Liangming Pan, Zhiliang Tian, Yan Song, Tong Zhang

Proceedings of the ACM Web Conference 2023, 2023

Prompting GPT-3.5 for Text-to-SQL with De-semanticization and Skeleton Retrieval.

Chunxi Guo, Zhiliang Tian, Jintao Tang, Pancheng Wang, Zhihua Wen, Kang Yang, Ting Wang

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification.

Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Retrieval-Augmented GPT-3.5-Based Text-to-SQL Framework with Sample-Aware Prompting and Dynamic Revision Chain.

Chunxi Guo, Zhiliang Tian, Jintao Tang, Shasha Li, Zhihua Wen, Kaixuan Wang, Ting Wang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization.

Peijie Dong, Lujun Li, Zimian Wei, Xin Niu, Zhiliang Tian, Hengyue Pan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Progressive Meta-Pooling Learning for Lightweight Image Classification Model.

Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li

Proceedings of the IEEE International Conference on Acoustics, 2023

RD-NAS: Enhancing One-Shot Supernet Ranking Ability Via Ranking Distillation From Zero-Cost Proxies.

Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li

Proceedings of the IEEE International Conference on Acoustics, 2023

Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks.

Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence.

Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations.

Yiqin Lv, Zhiliang Tian, Zheng Xie, Yiping Song

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation.

Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation.

Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer.

Kangchen Zhu, Zhiliang Tian, Ruifeng Luo, Xiaoguang Mao

CoRR, 2022

Semi-Supervised Lifelong Language Learning.

Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Haiyang Yu, Yongbin Li, Nevin L. Zhang

CoRR, 2022

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue.

Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Bowen Yu, Haiyang Yu, Yongbin Li, Jian Sun, Nevin L. Zhang

CoRR, 2022

SeqPATE: Differentially Private Text Generation via Knowledge Distillation.

Zhiliang Tian, Yingxiu Zhao, Ziyue Huang, Yu-Xiang Wang, Nevin L. Zhang, He He

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Building Conversational Diagnosis Systems for Fine-Grained Diseases Using Few Annotated Data.

Yiping Song, Wei Ju, Zhiliang Tian, Luchen Liu, Ming Zhang, Zheng Xie

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Retrieval Bias Aware Ensemble Model for Conditional Sentence Generation.

Yiping Song, Zheng Xie, Jianping Li, Luchen Liu, Ming Zhang, Zhiliang Tian

Proceedings of the IEEE International Conference on Acoustics, 2022

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue.

Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Semi-Supervised Lifelong Language Learning.

Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory.

Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model.

Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation.

Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li, Nevin L. Zhang

Proceedings of the Database Systems for Advanced Applications, 2022

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation.

Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Towards Efficiently Diversifying Dialogue Generation Via Embedding Augmentation.

Yu Cao, Liang Ding, Zhiliang Tian, Meng Fang

Proceedings of the IEEE International Conference on Acoustics, 2021

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization.

Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks.

Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation.

Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Fast Structure Learning for Deep Feedforward Networks via Tree Skeleton Expansion.

Zhourong Chen, Xiaopeng Li, Zhiliang Tian, Nevin L. Zhang

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2019

Learning to Abstract for Memory-augmented Conversational Response Generation.

Zhiliang Tian, Wei Bi, Xiaopeng Li, Nevin L. Zhang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2017

Diversifying Neural Conversation Model with Maximal Marginal Relevance.

Yiping Song, Zhiliang Tian, Dongyan Zhao, Ming Zhang, Rui Yan

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models.

Zhiliang Tian, Rui Yan, Lili Mou, Yiping Song, Yansong Feng, Dongyan Zhao

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017