Hainan Zhang
23 papers · 2018–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Natural Language Processing
(15)
Artificial Intelligence
(14)
Machine Learning
(12)
Core AI
(12)
Generation
(11)
Deep Learning
(9)
Learning Types · Deep Learning
(5)
Architectures
(4)
Core Methods
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Learning Types · Machine Learning
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Application Areas
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Applications
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Learning Paradigms · Artificial Intelligence
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Learning Paradigms · Machine Learning
(3)
Models
(3)
Keywords
response generation
(5)
federated learning
(4)
text generation
(4)
reinforcement learning
(4)
dialogue generation
(3)
pre-trained language model
(2)
large language model
(2)
privacy preservation
(2)
dialogue system
(2)
split learning
(2)
dialogue summarization
(2)
multi-turn dialogue
(2)
retrieval-augmented generation
(2)
sequence-to-sequence model
(2)
abstractive summarization
(2)
question answering
(1)
metric learning
(1)
natural language generation
(1)
knowledge distillation
(1)
transformer architecture
(1)
Papers
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision
ACL 2026
FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models
AAAI 2026
Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation
ACL 2026
Taming Noise-Induced Prototype Degradation for Privacy-Preserving Personalized Federated Fine-Tuning
CVPR 2026
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation
EMNLP 2025
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning
AAAI 2025
Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models
EMNLP 2025
High-Fidelity Polarimetric Implicit 3D Reconstruction with View-Dependent Physical Representation
AAAI 2025
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models
AAAI 2025
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model
EMNLP 2024
Automatic Marketing Theme and Commodity Construction System for E-commerce
EMNLP 2023
Automatic Product Copywriting for E-commerce
AAAI 2022
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization
NAACL 2022
Adaptive Bridge between Training and Inference for Dialogue Generation
EMNLP 2021
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition
NAACL 2021
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation
EMNLP 2021
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning
EMNLP 2021
Probing Product Description Generation via Posterior Distillation
AAAI 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
EMNLP 2021
Modeling Topical Relevance for Multi-Turn Dialogue Generation
IJCAI 2020
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation
ACL 2019
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation
IJCAI 2018
Tailored Sequence to Sequence Models to Different Conversation Scenarios
ACL 2018