← Authors

Zihan Liu

59 papers · 2019–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (6) 🌍 Conference Polyglot (15) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🀝 Dynamic Duo (37) πŸ† Grand Slam πŸ”¬ Deep Specialist (15) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (7) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (237) πŸ’Ž Century Club (58) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (10)

Conferences

ACL (15) EMNLP (11) IJCNLP (7) AAAI (5) COLING (3) NAACL (3) NIPS (3) AACL (2) ICLR (2) INTERSPEECH (2) SEMEVAL (2) EACL (1) ECCV (1) ICML (1) IJCAI (1)

Top co-authors

Pascale Fung (37) Genta Indra Winata (24) Peng Xu (16) Andrea Madotto (13) Zhaojiang Lin (12) Samuel Cahyawijaya (11) Yan Xu (9) Bryan Catanzaro (8) Wei Ping (8) Tiezheng Yu (8)

Keywords

cross-lingual transfer (13) zero-shot learning (9) named entity recognition (9) transfer learning (8) domain adaptation (8) slot filling (7) dialogue system (7) language model (6) pre-trained language model (6) multi-task learning (5) intent detection (5) large language model (5) retrieval-augmented generation (4) few-shot learning (4) part-of-speech tagging (4) multimodal learning (4) cross-domain adaptation (3) knowledge graph (3) task-oriented dialogue (3) sequence labeling (3)

Papers

ResMAS: Resilience Optimization in LLM-based Multi-agent Systems AAAI 2026
SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition ACL 2025
DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning ACL 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation ICML 2025
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities ICLR 2025
An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024
Retrieval meets Long Context Large Language Models ICLR 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG NIPS 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs NIPS 2024
Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction AAAI 2024
SUT: Active Defects Probing for Transcompiler Models EMNLP 2023
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding ACL 2023
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition INTERSPEECH 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation AACL 2023
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation IJCNLP 2023
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training EACL 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning EMNLP 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study EMNLP 2023
Mere Contrastive Learning for Cross-Domain Sentiment Analysis COLING 2022
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers ECCV 2022
Towards Reasonable Budget Allocation in Untargeted Graph Structure Attacks via Gradient Debias NIPS 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022
SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study ACL 2022
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters ACL 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System ACL 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition AAAI 2021
On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation ACL 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization EMNLP 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer EMNLP 2021
XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation IJCNLP 2021
CAiRE in DialDoc21: Data Augmentation for Information Seeking Dialogue System IJCNLP 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning IJCNLP 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing IJCNLP 2021
Multimodal End-to-End Sparse Model for Emotion Recognition NAACL 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021
Are Multilingual Models Effective in Code-Switching? NAACL 2021
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling ACL 2020
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection SEMEVAL 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems EMNLP 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection COLING 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition AACL 2020
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition IJCNLP 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition EMNLP 2019
Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data SEMEVAL 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring ACL 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019