Yongfeng Huang
Professor
Works on natural language processing, AI, and network security, including steganography and content security.
Yongfeng Huang's lab at Tsinghua works in Natural Language Processing. 72 papers since 2023, 21 at top venues, mostly ICASSP and ICONIP. Applications close .
At a glance
- papers, 2023–2026
- 19/ year
- at T1 venues
- 29%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 16 papers2026 · T1 6 · collecting
- 23 papers2025 · T1 6
- 13 papers2024 · T1 4
- 20 papers2023 · T1 5
T1 venuesOtherVenues: ICASSP, ICONIP, AAAI, ACL, Expert Systems with Applications
Research focuspaper titles that use each topic's words
- network4 papers
- security1 paper
- content1 paper
- network security0 papers
- content security0 papers
Paper list
From DBLP.
202616 papers
- IEEE Trans. Dependable Secur. Comput.A Novel Framework of Semantic-Based Text Steganography (opens in a new tab)
- Knowl. Based Syst.Aggregated text steganalysis toward social network based on efficient multi-perspective feature fusion (opens in a new tab)
- CVPR (T1)Black-box Membership Inference Attacks on the Pre-training Data of Image-generation Models (opens in a new tab)
- Expert Systems with ApplicationsContext-fused emotional flow modeling for dynamic affective recognition in dialogue interactions (opens in a new tab)
- IEEE Trans. Serv. Comput.Efficient and Effective Personalized In-Context Learning for On-Device Large Model Services (opens in a new tab)
- Eng. Appl. Artif. Intell.EnhanceIT: Enhancing instruction tuning of large language models with selective quality and diversity instruction data (opens in a new tab)
- ICLR (T1)Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling (opens in a new tab)
- Expert Systems with ApplicationsImproved attack detection in IoT and IIoT networks using attention mechanisms in convolutional neural networks (opens in a new tab)
- ACL (T1)Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation (opens in a new tab)
- Cybersecur.MDCV: a decentralized and collusion-resistant consistency verification scheme for multi-cloud storage (opens in a new tab)
- AAAI (T1)MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems (opens in a new tab)
- AAAI (T1)OncoCoT: A Temporal-causal Chain-of-Thought Dataset for Oncologic Decision-Making (opens in a new tab)
202523 papers
- USENIX Security (T1)A Framework for Designing Provably Secure Steganography (opens in a new tab)
- Knowl. Based Syst.A plug-and-play method for linguistic alignment in language models (opens in a new tab)
- NeurIPS (T1)Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.Class-Aware Adversarial Unsupervised Domain Adaptation for Linguistic Steganalysis (opens in a new tab)
- IH&MMSecClustering-Driven Pseudo-Labeling in Source-Free Domain Adaptation for Linguistic Steganalysis (opens in a new tab)
- IEEE Signal Process. Lett.Compressed Domain Invariant Adversarial Representation Learning for Robust Audio Deepfake Detection (opens in a new tab)
- J. Inf. Secur. Appl.Enforcing cryptographic distributed-VCS access control with no trust on servers (opens in a new tab)
- ICONIPFedAST: Semi-supervised Federated Learning via Adaptively Switched Training (opens in a new tab)
- Knowl. Based Syst.Fine-grained Stateful Knowledge Exploration: Effective and efficient graph retrieval with Large Language Models (opens in a new tab)
- COLING (T1)GLoCIM: Global-view Long Chain Interest Modeling for news recommendation (opens in a new tab)
- IEEE Trans. Mob. Comput.HGExplainer: Heterogeneous Graph Explainer for IoT Device Identification (opens in a new tab)
- CogSciIntegrating Textual and Emotional Dynamics for Accurate Detection of Mental Health Disorders in Social Media (opens in a new tab)
202413 papers
- Knowl. Based Syst.A machine reading comprehension framework for recognizing emotion cause in conversations (opens in a new tab)
- IH&MMSecCo-Stega: Collaborative Linguistic Steganography for the Low Capacity Challenge in Social Media (opens in a new tab)
- IEEE ACM Trans. Audio Speech Lang. Process.Context-Aware Linguistic Steganography Model Based on Neural Machine Translation (opens in a new tab)
- ICASSP (T1)CoQ: AN Empirical Framework for Multi-hop Question Answering Empowered by Large Language Models (opens in a new tab)
- ICASSP (T1)Enhancing Steganography of Generative Image Based on Image Retouching (opens in a new tab)
- Knowl. Based Syst.Enhancing the security in IoT and IIoT networks: An intrusion detection scheme leveraging deep transfer learning (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.FET-LM: Flow-Enhanced Variational Autoencoder for Topic-Guided Language Modeling (opens in a new tab)
- ICASSP (T1)FREmax: A Simple Method Towards Truly Secure Generative Linguistic Steganography (opens in a new tab)
- LREC/COLINGKnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding (opens in a new tab)
- Knowl. Based Syst.LMKG: A large-scale and multi-source medical knowledge graph for intelligent medicine applications (opens in a new tab)
- ACMLRedditEM: Unveiling Diachronic Semantic Shifts in Social Network Discourse (opens in a new tab)
- AAAI (T1)Towards the Robustness of Differentially Private Federated Learning (opens in a new tab)
202320 papers
- IEEE Internet Things J.A Blockchain-Based Secure Searching Strategy for Metadata in Mobile Edge Computing (opens in a new tab)
- ICONIPA Three-Stage Framework for Event-Event Relation Extraction with Large Language Model (opens in a new tab)
- Comput. Syst. Sci. Eng.Blockchain-based Privacy-Preserving Group Data Auditing with Secure User Revocation (opens in a new tab)
- ICONIPCATS: Connection-Aware and Interaction-Based Text Steganalysis in Social Networks (opens in a new tab)
- EMNLP (T1)CLEVA: Chinese Language Models EVAluation Platform (opens in a new tab)
- ICDM WorkshopEmotion Recognition in Social Network Texts Based on A Multilingual Architecture (opens in a new tab)
- ASSEExploration of the Effectiveness and Characteristics of ChatGPT in Steganalysis Tasks (opens in a new tab)
- IJCAI (T1)FedSampling: A Better Sampling Strategy for Federated Learning (opens in a new tab)
- ASSEFoodS and FoodIM: Food-Testing Item Recommendation Models for Two Different Users with Different Usage Abilities (opens in a new tab)
- J. Ambient Intell. Humaniz. Comput.Frame-level steganalysis of QIM steganography in compressed speech based on multi-dimensional perspective of codeword correlations (opens in a new tab)
- ICONIPHi-Stega: A Hierarchical Linguistic Steganography Framework Combining Retrieval and Generation (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.Linguistic Steganalysis in Few-Shot Scenario (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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