Ming Liu

From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration AAAI 2026 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness ACL 2026 CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation AAAI 2026 LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning ACL 2026 PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement Learning ACL 2026 RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction AAAI 2026 Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026 MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction ACL 2026 Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025 FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ICCV 2025 Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving ICCV 2025 Exploring and Detecting Self-disclosure in Multi-modal posts on Chinese Social Media EMNLP 2025 Profiling LLM’s Copyright Infringement Risks under Adversarial Persuasive Prompting EMNLP 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025 Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025 AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025 Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025 EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025 Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025 Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025 White-Boxing RDMA with Packet-Granular Software Control NSDI 2025 Building Massive MIMO Baseband Processing on a Single-Node Supercomputer NSDI 2025 Understanding and Profiling NVMe-over-TCP Using ntprof NSDI 2025 Building an Elastic Block Storage over EBOFs Using Shadow Views NSDI 2025 Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025 GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025 CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025 Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025 Effective Interplay between Sparsity and Quantization: From Theory to Practice ICLR 2025 Improved Diffusion-based Generative Model with Better Adversarial Robustness ICLR 2025 Is Your Video Language Model a Reliable Judge? ICLR 2025 Understanding Routable PCIe Performance for Composable Infrastructures NSDI 2024 GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection ECCV 2024 Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models EMNLP 2024 Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024 Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024 Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024 TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024 BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024 Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024 SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024 DeakinNLP at BioLaySumm: Evaluating Fine-tuning Longformer and GPT-4 Prompting for Biomedical Lay Summarization ACL 2024 SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions ECCV 2024 Annotating Chinese Word Senses with English WordNet: A Practice on OntoNotes Chinese Sense Inventories COLING 2024 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024 SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models COLING 2024 GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024 MGCBS: An Optimal and Efficient Algorithm for Solving Multi-Goal Multi-Agent Path Finding Problem IJCAI 2024 DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023 Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023 Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data ACL 2023 Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography CVPR 2023 Human Guided Ground-Truth Generation for Realistic Image Super-Resolution CVPR 2023 An Empirical Study on Active Learning for Multi-label Text Classification EACL 2023 Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023 MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023 MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces ICCV 2023 Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition ICCV 2023 Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders ICCV 2023 GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation IJCAI 2023 A Survey on Out-of-Distribution Evaluation of Neural NLP Models IJCAI 2023 eZNS: An Elastic Zoned Namespace for Commodity ZNS SSDs OSDI 2023 Open-World Semantic Segmentation for LIDAR Point Clouds ECCV 2022 Point Cloud Compression with Range Image-Based Entropy Model for Autonomous Driving ECCV 2022 HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection SEMEVAL 2022 Self-Supervised Image Restoration with Blurry and Noisy Pairs NIPS 2022 Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022 HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection NAACL 2022 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022 Laplace Approximation Based Epistemic Uncertainty Estimation in 3D Object Detection CORL 2022 Cost Ensemble with Gradient Selecting for GANs IJCAI 2022 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 Neural Attention-Aware Hierarchical Topic Model EMNLP 2021 Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021 Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence EMNLP 2021 Learning RAW-to-sRGB Mappings With Inaccurately Aligned Supervision ICCV 2021 Deep Metric Learning for Open World Semantic Segmentation ICCV 2021 Activate or Not: Learning Customized Activation CVPR 2021 Programmable Calendar Queues for High-speed Packet Scheduling NSDI 2020 Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs EMNLP 2020 Enhancing Personalized Trip Recommendation with Attractive Routes AAAI 2020 SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection ECCV 2020 Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision ECCV 2020 AMLN: Adversarial-based Mutual Learning Network for Online Knowledge Distillation ECCV 2020 Unpaired Learning of Deep Image Denoising ECCV 2020 CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation CORL 2020 MoBoAligner: A Neural Alignment Model for Non-Autoregressive TTS with Monotonic Boundary Search INTERSPEECH 2020 Fine-Grained Replicated State Machines for a Cluster Storage System NSDI 2020 Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline EMNLP 2020 Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure COLING 2020 Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point NIPS 2020 RobuTrans: A Robust Transformer-Based Text-to-Speech Model AAAI 2020 Neural Speech Synthesis with Transformer Network AAAI 2019 Understanding Pictograph with Facial Features: End-to-End Sentence-Level Lip Reading of Chinese AAAI 2019 Learning How to Active Learn by Dreaming ACL 2019 STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing CVPR 2019 Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification IJCNLP 2019 Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification EMNLP 2019 Floem: A Programming System for NIC-Accelerated Network Applications OSDI 2018 Approximating Fair Queueing on Reconfigurable Switches NSDI 2018 Topic-to-Essay Generation with Neural Networks IJCAI 2018 Learning Warped Guidance for Blind Face Restoration ECCV 2018 Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018 Learning to Actively Learn Neural Machine Translation CONLL 2018 VRCA: A Clustering Algorithm for Massive Amount of Texts IJCAI 2015 PAL: A Chatterbot System for Answering Domain-specific Questions ACL 2013 Multimodal DBN for Predicting High-Quality Answers in cQA portals ACL 2013 Joint Alignment and Artificial Data Generation: An Empirical Study of Pivot-based Machine Transliteration IJCNLP 2011 Improving Name Origin Recognition with Context Features and Unlabelled Data COLING 2010