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Zhiliang Tian

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

57

Venues

16

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

57 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIWALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety.Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li
2026AAAIDPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering.Xinyi Wang, Yiping Song, Zhiliang Tian, Bo Liu, Tingjin Luo, Minlie Huang
2026ACLKnowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations.Xinyue Fang, Zhiliang Tian, Zhen Huang, Ziyi Pan, Zhihua Wen, Xi Wang, Quntian Fang, Dongsheng Li
2026ACLDMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection.Tianle Liu, Zhiliang Tian, Zhen Huang, Tianlun Liu, Jingyuan Huang, Zhaoning Zhang, Chengcheng Shao, Dongsheng Li
2026ACLCTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher.Tianlun Liu, Zhiliang Tian, Zhen Huang, Xingzhi Zhou, Wanlong Yu, Tianle Liu, Feng Liu, Dongsheng Li
2026ACLEmotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation.Hongyan Wu, Zhiliang Tian, Zhen Huang, Tengyue Hu, Linbo Qiao, Yifu Gao, Feng Liu, Dongsheng Li
2026WWWRethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs.Zhizhao Liu, Zhihua Wen, Zhiliang Tian, Zhen Huang, Miaorong Zhu, Zimian Wei, Yifu Gao, Liang Ding, Dongsheng Li
2026WSDMKnowFC: Navigating Knowledge Conflicts in Large Language Model-based Fact-Checking.Yue Zhang, Shicheng Zhou, Xiaopeng Li, Zhiliang Tian, Yifu Gao, Shiyi Zhang, Wenqing Hou, Yuying Liu, Bin Zhou
2025AAAITest-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization.Xingzhi Zhou, Zhiliang Tian, Boyang Zhang, Yibo Zhang, Ka Chun Cheung, Simon See, Hao Yang, Yun Zhou, Nevin L. Zhang
2025AAAIZero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling.Xinyue Fang, Zhen Huang, Zhiliang Tian, Minghui Fang, Ziyi Pan, Quntian Fang, Zhihua Wen, Hengyue Pan, Dongsheng Li
2025ACLAdvancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning.Haoran Li, Ziyi Su, Yun Xue, Zhiliang Tian, Yiping Song, Minlie Huang
2025ACLAGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models.Shilong Pan, Zhiliang Tian, Zhen Huang, Wanlong Yu, Zhihua Wen, Xinwang Liu, Kai Lu, Minlie Huang, Dongsheng Li
2025ACLDPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation.Zhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu, Dongsheng Li
2025ACLLLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis.Zhiliang Tian, Jingyuan Huang, Zejiang He, Zhen Huang, Menglong Lu, Linbo Qiao, Songzhu Mei, Yijie Wang, Dongsheng Li
2025ACLBattling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues.Haiyang Wang, Zhiliang Tian, Yuchen Pan, Xin Song, Xin Niu, Minlie Huang, Bin Zhou
2025ACLDYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference.Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li
2025EMNLPCorrelation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes.Qiunan Du, Zhiliang Tian, Zhen Huang, Kailun Bian, Tianlun Liu, Zhaoning Zhang, Xinwang Liu, Feng Liu, Dong Sheng Li
2025EMNLPGCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection.Zejiang He, Jingyuan Huang, Menglong Lu, Zhen Huang, Shanshan Liu, Zhiliang Tian, Dong Sheng Li
2025EMNLPDovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference.Libo Zhang, Zhaoning Zhang, Xubaizhou, Rui Li, Zhiliang Tian, Songzhu Mei, Dongsheng Li
2025ICASSPResilient Test-Time Adaptation by Mitigating Batch-Normalization Overfitting.Xingzhi Zhou, Boyang Zhang, Zhiliang Tian, Yibo Zhang, Xin Niu, Ka Chun Cheung, Simon See, Nevin L. Zhang
2025ICASSPLTOS: Layout-controllable Text-object Synthesis via Adaptive Cross-attention Fusions.Xiaoran Zhao, Tianhao Wu, Yu Lai, Zhiliang Tian, Zhen Huang, Yahui Liu, Zejiang He, Dongsheng Li
2025WWWScenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis.Zhihua Wen, Zhizhao Liu, Zhiliang Tian, Shilong Pan, Zhen Huang, Dongsheng Li, Minlie Huang
2024ACL360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System.Shen Gao, Hao Li, Zhengliang Shi, Chengrui Huang, Quan Tu, Shuo Shang, Zhiliang Tian, Minlie Huang
2024ACLPOMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation.Shilong Pan, Zhiliang Tian, Liang Ding, Haoqi Zheng, Zhen Huang, Zhihua Wen, Dongsheng Li
2024COLINGIntent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs.Haiyang Wang, Zhiliang Tian, Xin Song, Yue Zhang, Yuchen Pan, Hongkui Tu, Minlie Huang, Bin Zhou
2024COLINGStyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer.Kangchen Zhu, Zhiliang Tian, Jingyu Wei, Ruifeng Luo, Yiping Song, Xiaoguang Mao
2024EMNLPContext-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models.Yuxuan Guo, Zhiliang Tian, Yiping Song, Tianlun Liu, Liang Ding, Dongsheng Li
2024KSEMMeta Learning Based Rumor Detection with Awareness of Social Bot.Zhilong Lv, Zhen Huang, Menglong Lu, Yuxin Yang, Zhiliang Tian, Xin Niu, Dongsheng Li
2023ACLDaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation.Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li
2023ACLGRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation.Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li
2023CIKMMulti-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations.Yiqin Lv, Zhiliang Tian, Zheng Xie, Yiping Song
2023EMNLPGROVE: 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
2023EMNLPSelf-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
2023ICASSPRD-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
2023ICASSPProgressive Meta-Pooling Learning for Lightweight Image Classification Model.Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li
2023ICCVEMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization.Peijie Dong, Lujun Li, Zimian Wei, Xin Niu, Zhiliang Tian, Hengyue Pan
2023ICONIPRetrieval-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
2023IJCAIMeta-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
2023PRICAIPrompting 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
2023WWWHashtag-Guided Low-Resource Tweet Classification.Shizhe Diao, Sedrick Scott Keh, Liangming Pan, Zhiliang Tian, Yan Song, Tong Zhang
2023WWWA Multi-view Meta-learning Approach for Multi-modal Response Generation.Zhiliang Tian, Zheng Xie, Fuqiang Lin, Yiping Song
2022ACLImproving 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
2022DASFAAEmotion-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
2022EMNLPHard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model.Dongkyu Lee, Zhiliang Tian, Yingxiu Zhao, Ka Chun Cheung, Nevin Lianwen Zhang
2022EMNLPEmpathetic 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
2022EMNLPSemi-Supervised Lifelong Language Learning.Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang
2022EMNLPPrompt 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
2022ICASSPRetrieval Bias Aware Ensemble Model for Conditional Sentence Generation.Yiping Song, Zheng Xie, Jianping Li, Luchen Liu, Ming Zhang, Zhiliang Tian
2022ICONIPBuilding Conversational Diagnosis Systems for Fine-Grained Diseases Using Few Annotated Data.Yiping Song, Wei Ju, Zhiliang Tian, Luchen Liu, Ming Zhang, Zheng Xie
2021AAAILearning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks.Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang
2021ACLEnhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization.Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang
2021ICASSPTowards Efficiently Diversifying Dialogue Generation Via Embedding Augmentation.Yu Cao, Liang Ding, Zhiliang Tian, Meng Fang
2020ACLResponse-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
2019ACLLearning to Abstract for Memory-augmented Conversational Response Generation.Zhiliang Tian, Wei Bi, Xiaopeng Li, Nevin L. Zhang
2019ECSQARUFast Structure Learning for Deep Feedforward Networks via Tree Skeleton Expansion.Zhourong Chen, Xiaopeng Li, Zhiliang Tian, Nevin L. Zhang
2017ACLHow 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
2017IJCNLPDiversifying Neural Conversation Model with Maximal Marginal Relevance.Yiping Song, Zhiliang Tian, Dongyan Zhao, Ming Zhang, Rui Yan