← Authors

Hao Liu

125 papers · 2007–2026 · 20 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (18) 🧭 Keyword Pioneer 🌍 Conference Polyglot (20) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (22) 🏠 Conference Loyalist (23) 🌟 Keyword Trendsetter Combo (3) πŸ† Grand Slam πŸ‘‘ Triple Crown 🀝 Dynamic Duo (16) πŸ‘₯ Mega-Team (71) πŸ”¬ Deep Specialist (22) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸš€ Conference Pioneer ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (119) πŸ—ƒοΈ Keyword Collector (50) πŸ”₯ Unstoppable (12) ⚑ Prolific Year (24)

Conferences

NIPS (23) AAAI (22) ACL (11) ICLR (10) CVPR (10) EMNLP (9) ICCV (8) ICML (7) IJCAI (7) ECCV (3) NAACL (3) JMLR (2) AISTATS (2) WACV (2) CORL (1) CONLL (1) COLING (1) IJCNLP (1) INTERSPEECH (1) MICCAI (1)

Top co-authors

Hui Xiong (16) Pieter Abbeel (14) Xinyan Xiao (10) Bo Ren (8) Deqiang Jiang (8) Hua Wu (7) Jingqun Tang (7) Can Huang (7) Haifeng Wang (6) Yinsong Liu (6)

Keywords

graph neural network (15) reinforcement learning (10) representation learning (9) large language model (9) multimodal learning (8) knowledge graph (5) benchmark evaluation (4) multi-task learning (4) document analysis (4) scene text recognition (4) contrastive learning (4) sentiment analysis (3) domain adaptation (3) semantic segmentation (3) question answering (3) vision transformer (3) variational inference (3) unsupervised learning (3) semi-supervised learning (3) transfer learning (3)

Papers

Edge-Centric Relational Reasoning for 3D Scene Graph Prediction AAAI 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
RecCocktail: A Generalizable and Efficient Framework for LLM-Based Recommendation AAAI 2026
ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement AAAI 2026
Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models NAACL 2025
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
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge CVPR 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
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
Deep Nonparametric Estimation of Operators between Infinite Dimensional Spaces JMLR 2024
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA AAAI 2023
The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023
Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment NIPS 2023
When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation NIPS 2023
Emergent Agentic Transformer from Chain of Hindsight Experience ICML 2023
SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023
Blockwise Parallel Transformers for Large Context Models NIPS 2023
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman 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
Hierarchical Prompt Learning for Multi-Task Learning CVPR 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
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network NIPS 2023
TaCo: Textual Attribute Recognition via Contrastive Learning AAAI 2023
Guide Your Agent with Adaptive Multimodal Rewards NIPS 2023
Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022
Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint ICML 2022
Masked World Models for Visual Control CORL 2022
Continual Learning with Recursive Gradient Optimization ICLR 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP EMNLP 2022
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models NIPS 2022
Masked Autoencoding for Scalable and Generalizable Decision Making NIPS 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition AAAI 2022
Knowledge Mining With Scene Text for Fine-Grained Recognition CVPR 2022
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition CVPR 2022
Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022
Contextual Debiasing for Visual Recognition With Causal Mechanisms CVPR 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Improving Self-Supervised Lightweight Model Learning via Hard-Aware Metric Distillation ECCV 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP CONLL 2022
Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022
Unsupervised Reinforcement Learning with Contrastive Intrinsic Control NIPS 2022
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021
PML: Progressive Margin Loss for Long-Tailed Age Classification CVPR 2021
Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment EMNLP 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
Behavior From the Void: Unsupervised Active Pre-Training NIPS 2021
Generalized DataWeighting via Class-Level Gradient Manipulation NIPS 2021
Bipartite Matching for Crowd Counting with Point Supervision IJCAI 2021
UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning IJCNLP 2021
Community-Aware Multi-Task Transportation Demand Prediction AAAI 2021
Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021
Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021
Why We Go Where We Go: Profiling User Decisions on Choosing POIs IJCAI 2020
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020
MABNet: A Lightweight Stereo Network Based on Multibranch Adjustable Bottleneck Module ECCV 2020
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020
Global Context Reasoning for Semantic Segmentation of 3D Point Clouds WACV 2020
Accurate Structured-Text Spotting for Arithmetical Exercise Correction AAAI 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020
Competitive experience replay ICLR 2019
Taming MAML: Efficient unbiased meta-reinforcement learning ICML 2019
AdaptiveFace: Adaptive Margin and Sampling for Face Recognition CVPR 2019
Joint Representation Learning for Multi-Modal Transportation Recommendation AAAI 2019
On Connecting Stochastic Gradient MCMC and Differential Privacy AISTATS 2019
Unsupervised Graph Association for Person Re-Identification ICCV 2019
Variational Inference with Tail-adaptive f-Divergence NIPS 2018
Pattern-revising Enhanced Simple Question Answering over Knowledge Bases COLING 2018
Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018
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
Neural Person Search Machines ICCV 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