conftrace_
← Authors

Zhiliang Tian

41 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+12 more ↓ 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) πŸƒ Academic Marathon (8)
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (17) 🧬 Topic Evolution πŸ† Keyword Champion (2) ⚑ Prolific Year (6) ❓ The Questioner πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (192) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (36)

Conferences

ACL (18) EMNLP (10) AAAI (5) COLING (2) IJCNLP (2) NIPS (2) ICCV (1) IJCAI (1)

Top co-authors

Dongsheng Li (21) Zhen Huang (15) Yiping Song (12) Minlie Huang (10) Nevin L. Zhang (10) Dongkyu Lee (8) Zhihua Wen (7) Yingxiu Zhao (6) Xinwang Liu (4) Tianlun Liu (4)

Keywords

large language model (9) dialogue system (4) knowledge distillation (4) domain adaptation (4) text generation (4) few-shot learning (3) content preservation (3) retrieval-augmented generation (3) text style transfer (3) domain shift (3) hallucination detection (2) model compression (2) differential privacy (2) response generation (2) catastrophic forgetting (2) rumor detection (2) reinforcement learning (2) text classification (2) entropy minimization (2) prompt engineering (2)

Papers

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs’ Hallucinations ACL 2026 WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026 CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ACL 2026 DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection ACL 2026 Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes EMNLP 2025 GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025 Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025 Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025 Battling against Tough Resister: Strategy Planning with Adversarial Game for Non-collaborative Dialogues ACL 2025 Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ACL 2025 DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ACL 2025 Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025 Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024 Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024 POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation ACL 2024 360∘REA: Towards A Reusable Experience Accumulation with 360∘ Assessment for Multi-Agent System ACL 2024 StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer COLING 2024 Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models EMNLP 2024 Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023 GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023 DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023 Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks EMNLP 2023 EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023 GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023 Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model EMNLP 2022 Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022 Semi-Supervised Lifelong Language Learning EMNLP 2022 Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory EMNLP 2022 Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022 SeqPATE: Differentially Private Text Generation via Knowledge Distillation NIPS 2022 Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks AAAI 2021 Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization IJCNLP 2021 Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization ACL 2021 Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL 2020 Learning to Abstract for Memory-augmented Conversational Response Generation ACL 2019 How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models ACL 2017 Diversifying Neural Conversation Model with Maximal Marginal Relevance IJCNLP 2017