Zhiliang Tian

26 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8906-5198 ↗Homepage ↗

Venues

ACL ×12 AAAI ×4 EMNLP ×4 NeurIPS ×2 WWW ×2 FSE ×1 WSDM ×1

Frequent coauthors

Dongsheng Li

×16

Zhen Huang

×15

Minlie Huang

×10

Zhihua Wen

×7

Yiping Song

×5

Tianlun Liu

×4

Yifu Gao

×4

Shilong Pan

×4

Xinwang Liu

×4

Wanlong Yu

×3

Feng Liu

×3

Jingyuan Huang

×3

Papers

CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher
ACL 2026 ·
Tianlun Liu
, Zhiliang Tian,
Zhen Huang
,
Xingzhi Zhou
,
Wanlong Yu
,
Tianle Liu
,
Feng Liu
,
Dongsheng Li
DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection
ACL 2026 ·
Tianle Liu
, Zhiliang Tian,
Zhen Huang
,
Tianlun Liu
,
Jingyuan Huang
,
Zhaoning Zhang
,
Chengcheng Shao
,
Dongsheng Li
DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
AAAI 2026 ·
Xinyi Wang
,
Yiping Song
, Zhiliang Tian,
Bo Liu
,
Tingjin Luo
,
Minlie Huang
Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation
ACL 2026 ·
Hongyan Wu
, Zhiliang Tian,
Zhen Huang
,
Tengyue Hu
,
Linbo Qiao
,
Yifu Gao
,
Feng Liu
,
Dongsheng Li
KnowFC: Navigating Knowledge Conflicts in Large Language Model-based Fact-Checking
WSDM 2026 ·
Yue Zhang
,
Shicheng Zhou
,
Xiaopeng Li
, Zhiliang Tian,
Yifu Gao
,
Shiyi Zhang
,
Wenqing Hou
,
Yuying Liu
,
Bin Zhou
Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations
ACL 2026 ·
Xinyue Fang
, Zhiliang Tian,
Zhen Huang
,
Ziyi Pan
,
Zhihua Wen
,
Xi Wang
,
Quntian Fang
,
Dongsheng Li
Rethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs
WWW 2026 ·
Zhizhao Liu
,
Zhihua Wen
, Zhiliang Tian,
Zhen Huang
,
Miaorong Zhu
,
Zimian Wei
,
Yifu Gao
,
Liang Ding
,
Dongsheng Li
WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety
AAAI 2026 ·
Shilong Pan
, Zhiliang Tian,
Wanlong Yu
,
Zhen Huang
,
Qingyu Qiu
,
Zihan Chen
,
Zhonghao Sun
,
Minlie Huang
,
Dongsheng Li
AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
ACL 2025 ·
Shilong Pan
, Zhiliang Tian,
Zhen Huang
,
Wanlong Yu
,
Zhihua Wen
,
Xinwang Liu
,
Kai Lu
,
Minlie Huang
,
Dongsheng Li
Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning
ACL 2025 ·
Haoran Li
,
Ziyi Su
,
Yun Xue
, Zhiliang Tian,
Yiping Song
,
Minlie Huang
Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues
ACL 2025 ·
Haiyang Wang
, Zhiliang Tian,
Yuchen Pan
,
Xin Song
,
Xin Niu
,
Minlie Huang
,
Bin Zhou
Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
EMNLP 2025 ·
Qiunan Du
, Zhiliang Tian,
Zhen Huang
,
Kailun Bian
,
Tianlun Liu
,
Zhaoning Zhang
,
Xinwang Liu
,
Feng Liu
,
Dong Sheng Li
DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
ACL 2025 ·
Zhonghao Sun
, Zhiliang Tian,
Yiping Song
,
Yuyi Si
,
Juhua Zhang
,
Minlie Huang
,
Kai Lu
,
Zeyu Xiong
,
Xinwang Liu
,
Dongsheng Li
DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
ACL 2025 ·
Juhua Zhang
, Zhiliang Tian,
Minghang Zhu
,
Yiping Song
,
Taishu Sheng
,
Siyi Yang
,
Qiunan Du
,
Xinwang Liu
,
Minlie Huang
,
Dongsheng Li
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference
EMNLP 2025 ·
Libo Zhang
,
Zhaoning Zhang
,
Xubaizhou
,
Rui Li
, Zhiliang Tian,
Songzhu Mei
,
Dongsheng Li
GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection
EMNLP 2025 ·
Zejiang He
,
Jingyuan Huang
,
Menglong Lu
,
Zhen Huang
,
Shanshan Liu
, Zhiliang Tian,
Dong Sheng Li
Hippocampal-like Sequential Editing for Continual Knowledge Updates in Large Language Models
NeurIPS 2025 ·
Quntian Fang
,
Zhen Huang
, Zhiliang Tian,
Minghao Hu
,
Dongsheng Li
,
Yiping Yao
,
Xinyue Fang
,
Menglong Lu
,
Guotong Geng
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
ACL 2025 · Zhiliang Tian,
Jingyuan Huang
,
Zejiang He
,
Zhen Huang
,
Menglong Lu
,
Linbo Qiao
,
Songzhu Mei
,
Yijie Wang
,
Dongsheng Li
MiSum: Multi-modality Heterogeneous Code Graph Learning for Multi-intent Binary Code Summarization
FSE 2025 ·
Kangchen Zhu
, Zhiliang Tian,
Shangwen Wang
,
Weiguo Chen
,
Zixuan Dong
,
Mingyue Leng
,
Xiaoguang Mao
Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis
WWW 2025 ·
Zhihua Wen
,
Zhizhao Liu
, Zhiliang Tian,
Shilong Pan
,
Zhen Huang
,
Dongsheng Li
,
Minlie Huang
Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization
AAAI 2025 ·
Xingzhi Zhou
, Zhiliang Tian,
Boyang Zhang
,
Yibo Zhang
,
Ka Chun Cheung
,
Simon See
,
Hao Yang
,
Yun Zhou
,
Nevin L. Zhang
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling
AAAI 2025 ·
Xinyue Fang
,
Zhen Huang
, Zhiliang Tian,
Minghui Fang
,
Ziyi Pan
,
Quntian Fang
,
Zhihua Wen
,
Hengyue Pan
,
Dongsheng Li
360°REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
ACL 2024 ·
Shen Gao
,
Hao Li
,
Zhengliang Shi
,
Chengrui Huang
,
Quan Tu
,
Shuo Shang
, Zhiliang Tian,
Minlie Huang
Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models
EMNLP 2024 ·
Yuxuan Guo
, Zhiliang Tian,
Yiping Song
,
Tianlun Liu
,
Liang Ding
,
Dongsheng Li
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
ACL 2024 ·
Shilong Pan
, Zhiliang Tian,
Liang Ding
,
Haoqi Zheng
,
Zhen Huang
,
Zhihua Wen
,
Dongsheng Li
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
NeurIPS 2024 ·
Zhihua Wen
, Zhiliang Tian,
Zexin Jian
,
Zhen Huang
,
Pei Ke
,
Yifu Gao
,
Minlie Huang
,
Dongsheng Li