Huan Liu

ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning ACL 2026 From Intention to Practice: Towards Systematic Validation of NIDS Rule Enforcement NSDI 2026 Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 Proxy-Guided Measurement Calibration CLeaR 2026 RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking AAAI 2026 Widget2Code: From Visual Widgets to UI Code via Multimodal LLMs CVPR 2026 A Virtual Domain Collaborative Learning Framework for Semi-supervised Microscopic Hyperspectral Image Segmentation MICCAI 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025 From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge EMNLP 2025 GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models ICLR 2025 Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025 HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025 In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents ACL 2025 Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation ICLR 2025 ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025 Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025 SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention ACL 2025 Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference COLING 2025 Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach AAAI 2025 Unleashing the Potential of Consistency Learning for Detecting and Grounding Multi-Modal Media Manipulation CVPR 2025 VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling IJCAI 2025 Adapting to Distribution Shift by Visual Domain Prompt Generation ICLR 2024 Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey NAACL 2024 Contextualization Distillation from Large Language Model for Knowledge Graph Completion EACL 2024 CyberQ: Generating Questions and Answers for Cybersecurity Education Using Knowledge Graph-Augmented LLMs AAAI 2024 DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024 Defending Against Social Engineering Attacks in the Age of LLMs EMNLP 2024 DLUT and GTCOM’s Neural Machine Translation Systems for WMT24 EMNLP 2024 Exploiting Class Probabilities for Black-box Sentence-level Attacks EACL 2024 Facial Affective Behavior Analysis with Instruction Tuning ECCV 2024 Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection CVPR 2024 Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024 JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning ACL 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 MGM-AE: Self-Supervised Learning on 3D Shape Using Mesh Graph Masked Autoencoders WACV 2024 SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024 Sparsity-Guided Holistic Explanation for LLMs with Interpretable Inference-Time Intervention AAAI 2024 Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024 Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024 Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales NAACL 2024 ConDA: Contrastive Domain Adaptation for AI-generated Text Detection IJCNLP 2023 Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank CVPR 2023 Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023 Group Pose: A Simple Baseline for End-to-End Multi-Person Pose Estimation ICCV 2023 How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts EMNLP 2023 J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News IJCNLP 2023 Meta-Auxiliary Learning for Future Depth Prediction in Videos WACV 2023 Towards Detecting Harmful Agendas in News Articles ACL 2023 Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022 Debiasing Word Embeddings with Nonlinear Geometry COLING 2022 DUTNLP Machine Translation System for WMT22 General MT Task EMNLP 2022 Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay ECCV 2022 Few-Shot Learning on Graphs IJCAI 2022 LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT ICLR 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022 Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022 Text Transformations in Contrastive Self-Supervised Learning: A Review IJCAI 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 A Comparative Survey: Benchmarking for Pool-based Active Learning IJCAI 2021 Causal Learning for Socially Responsible AI IJCAI 2021 DUTNLP Machine Translation System for WMT21 Triangular Translation Task EMNLP 2021 Fact-Enhanced Synthetic News Generation AAAI 2021 Learning to Selectively Learn for Weakly-supervised Paraphrase Generation EMNLP 2021 Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ACL 2021 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data IJCAI 2020 Inductive Anomaly Detection on Attributed Networks IJCAI 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference EMNLP 2019 InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019 PI-Bully: Personalized Cyberbullying Detection with Peer Influence IJCAI 2019 Unsupervised Fake News Detection on Social Media: A Generative Approach AAAI 2019 ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks IJCAI 2018 INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018 In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics JMLR 2018 How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017 Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection IJCAI 2017 Radar: Residual Analysis for Anomaly Detection in Attributed Networks IJCAI 2017 Reconstruction-based Unsupervised Feature Selection: An Embedded Approach IJCAI 2017 A Novel Measure for Coherence in Statistical Topic Models ACL 2016 Multi-Label Informed Feature Selection IJCAI 2016 PPP: Joint Pointwise and Pairwise Image Label Prediction CVPR 2016 Exploring Implicit Hierarchical Structures for Recommender Systems IJCAI 2015 Unsupervised Sentiment Analysis for Social Media Images IJCAI 2015 Exploiting Local and Global Social Context for Recommendation IJCAI 2013 Social Spammer Detection in Microblogging IJCAI 2013 Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004 Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis AISTATS 2003