Liang Chen

GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 Spiking Heterogeneous Graph Attention Networks AAAI 2026 Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025 SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance EMNLP 2025 One Last Attention for Your Vision-Language Model ICCV 2025 MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation NAACL 2025 RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025 Measuring Diversity in Synthetic Datasets ICML 2025 NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction ICML 2025 SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services ICML 2025 Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning ICML 2025 To PRI or Not To PRI, That's the question OSDI 2025 Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025 A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation ICLR 2025 LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization NIPS 2024 State Space Models on Temporal Graphs: A First-Principles Study NIPS 2024 WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024 Large Language Models are not Fair Evaluators ACL 2024 PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ACL 2024 Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm ACL 2024 A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks ICLR 2024 VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment EMNLP 2024 Consecutive Batch Model Editing with HooK Layers EMNLP 2024 An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models ECCV 2024 UltraEdit: Instruction-based Fine-Grained Image Editing at Scale NIPS 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning ICLR 2024 VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook AAAI 2024 Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data IJCAI 2024 Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation NAACL 2024 SELF-GUARD: Empower the LLM to Safeguard Itself NAACL 2024 Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators EMNLP 2023 On the Pareto Front of Multilingual Neural Machine Translation NIPS 2023 Towards Hybrid-grained Feature Interaction Selection for Deep Sparse Network NIPS 2023 Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data AAAI 2023 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023 Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023 On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023 Single Image Super-resolution Based On Non-subsampled Shearlet Transform ACML 2023 Improved Test-Time Adaptation for Domain Generalization CVPR 2023 Guiding AMR Parsing with Reverse Graph Linearization EMNLP 2023 RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data EMNLP 2023 Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023 Domain Generalization via Rationale Invariance ICCV 2023 SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs IJCAI 2023 Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data IJCAI 2023 CAR: Class-Aware Regularizations for Semantic Segmentation ECCV 2022 Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022 Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection CVPR 2022 Spiking Graph Convolutional Networks IJCAI 2022 OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NIPS 2022 ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs NAACL 2022 Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation ACL 2022 Hierarchical Curriculum Learning for AMR Parsing ACL 2022 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation AAAI 2022 Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes NIPS 2022 Perceiving and Modeling Density for Image Dehazing ECCV 2022 Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021 Blind Deblurring for Saturated Images CVPR 2021 Learning a Non-Blind Deblurring Network for Night Blurry Images CVPR 2021 Understanding Structural Vulnerability in Graph Convolutional Networks IJCAI 2021 Secure Deep Graph Generation with Link Differential Privacy IJCAI 2021 DialogSum: A Real-Life Scenario Dialogue Summarization Dataset IJCNLP 2021 DialogSum: A Real-Life Scenario Dialogue Summarization Dataset ACL 2021 Enhanced Sparse Model for Blind Deblurring ECCV 2020 OID: Outlier Identifying and Discarding in Blind Image Deblurring ECCV 2020 Blind Image Deblurring With Local Maximum Gradient Prior CVPR 2019 Matching User with Item Set: Collaborative Bundle Recommendation with Deep Attention Network IJCAI 2019 Learning Semantic Representations for Unsupervised Domain Adaptation ICML 2018 Dual Linear Regression Based Classification for Face Cluster Recognition CVPR 2014