Hao Liu

RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation AAAI 2026 Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 2026 ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement AAAI 2026 MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection ACL 2026 Stable Language Guidance for Vision–Language–Action Models ACL 2026 Multi-Value Alignment for LLMs via Value Decorrelation and Extrapolation AAAI 2026 Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration AAAI 2026 Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models AAAI 2026 WDNet: A Novel Wavelet-guided Hierarchical Diffusion Network for Multi-Target Segmentation in Colonoscopy Images MICCAI 2025 Deep Neural Networks are Adaptive to Function Regularity and Data Distribution in Approximation and Estimation JMLR 2025 RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming IJCAI 2025 GOFA: A Generative One-For-All Model for Joint Graph Language Modeling ICLR 2025 SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction ICLR 2025 ElasticTok: Adaptive Tokenization for Image and Video ICLR 2025 World Model on Million-Length Video And Language With Blockwise RingAttention ICLR 2025 Morph: A Motion-free Physics Optimization Framework for Human Motion Generation ICCV 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior ICCV 2025 WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model CVPR 2025 Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting ACL 2025 ScoreFusion: Fusing Score-based Generative Models via Kullback–Leibler Barycenters AISTATS 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents ACL 2025 MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering ACL 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025 CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025 Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025 Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces JMLR 2024 TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy NIPS 2024 Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NIPS 2024 AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making NIPS 2024 Disentangling Linear Quadratic Control with Untrusted ML Predictions NIPS 2024 Harmonizing Visual Text Comprehension and Generation NIPS 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction NIPS 2024 Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024 Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification AAAI 2024 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction AAAI 2024 Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge CVPR 2024 Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024 Heterogeneous Graph Learning for Scene Graph Prediction in 3D Point Clouds ECCV 2024 Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024 Make Large Language Model a Better Ranker EMNLP 2024 Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024 Uncertainty Calibration for Tool-Using Language Agents EMNLP 2024 RingAttention with Blockwise Transformers for Near-Infinite Context ICLR 2024 Chain of Hindsight aligns Language Models with Feedback ICLR 2024 The False Promise of Imitating Proprietary Language Models ICLR 2024 One For All: Towards Training One Graph Model For All Classification Tasks ICLR 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach ICML 2024 Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024 Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman NIPS 2023 Hierarchical Prompt Learning for Multi-Task Learning CVPR 2023 When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation NIPS 2023 Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment NIPS 2023 Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration ICCV 2023 Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing ICCV 2023 DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NIPS 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NIPS 2023 Guide Your Agent with Adaptive Multimodal Rewards NIPS 2023 MAG-GNN: Reinforcement Learning Boosted Graph Neural Network NIPS 2023 Emergent Agentic Transformer from Chain of Hindsight Experience ICML 2023 Blockwise Parallel Transformers for Large Context Models NIPS 2023 SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023 Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023 TaCo: Textual Attribute Recognition via Contrastive Learning AAAI 2023 The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023 Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022 Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP EMNLP 2022 GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022 Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022 Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint ICML 2022 Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022 Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022 Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022 NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition CVPR 2022 Improving Self-Supervised Lightweight Model Learning via Hard-Aware Metric Distillation ECCV 2022 UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022 Knowledge Mining With Scene Text for Fine-Grained Recognition CVPR 2022 A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CONLL 2022 Masked World Models for Visual Control CORL 2022 Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022 Continual Learning with Recursive Gradient Optimization ICLR 2022 Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NIPS 2022 Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NIPS 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NIPS 2022 Bipartite Matching for Crowd Counting with Point Supervision IJCAI 2021 Community-Aware Multi-Task Transportation Demand Prediction AAAI 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 Behavior From the Void: Unsupervised Active Pre-Training NIPS 2021 Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021 Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021 APS: Active Pretraining with Successor Features ICML 2021 Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks ICML 2021 Generalized DataWeighting via Class-Level Gradient Manipulation NIPS 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021 PML: Progressive Margin Loss for Long-Tailed Age Classification CVPR 2021 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021 Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment EMNLP 2021 Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020 Why We Go Where We Go: Profiling User Decisions on Choosing POIs IJCAI 2020 MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module ECCV 2020 Global Context Reasoning for Semantic Segmentation of 3D Point Clouds WACV 2020 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Accurate Structured-Text Spotting for Arithmetical Exercise Correction AAAI 2020 Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019 On Connecting Stochastic Gradient MCMC and Differential Privacy AISTATS 2019 Competitive experience replay ICLR 2019 Unsupervised Graph Association for Person Re-Identification ICCV 2019 Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019 AdaptiveFace: Adaptive Margin and Sampling for Face Recognition CVPR 2019 Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018 Pattern-revising Enhanced Simple Question Answering over Knowledge Bases COLING 2018 Variational Inference with Tail-adaptive f-Divergence NIPS 2018 Neural Person Search Machines ICCV 2017 ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching NIPS 2017 Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach IJCAI 2017 Triangle Generative Adversarial Networks NIPS 2017 Model-Based Parametric Prosody Synthesis with Deep Neural Network INTERSPEECH 2016 Panoptic Studio: A Massively Multiview System for Social Motion Capture ICCV 2015 Effective Selection of Translation Model Training Data ACL 2014 A Three-Step Deterministic Parser for Chinese Dependency Parsing NAACL 2007