Hao Sun

105 papers · 2019–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌍 Conference Polyglot (18) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10) 👑 Triple Crown 👥 Mega-Team (20) 🏆 Grand Slam 🤝 Dynamic Duo (14) 🔬 Deep Specialist (14) 🏆 Keyword Champion (2) 🔥 Unstoppable (7) 📈 Trend Setter 🗃️ Keyword Collector (61) 💎 Century Club (98) ❓ The Questioner ⚡ Prolific Year (13) 🚀 Conference Pioneer

Conferences

ACL (19) EMNLP (17) AAAI (16) NIPS (13) ICLR (9) IJCAI (5) ICML (5) CVPR (4) MICCAI (3) ICCV (2) INTERSPEECH (2) NAACL (2) AISTATS (2) WACV (2) ECCV (1) CORL (1) IJCNLP (1) OSDI (1)

Top co-authors

Qi Zhang (14) Weiwei Deng (14) Yang Liu (10) Minlie Huang (10) Yan Zhang (10) Yuefeng Zhan (9) Yujing Wang (8) Mihaela van der Schaar (8) Jianfeng Liu (7) Yingyan Hou (6)

Research topics

Reinforcement Learning (1) Science (1) Privacy (1)

Keywords

large language model (13) knowledge distillation (8) in-context learning (5) prompt engineering (5) retrieval-augmented generation (4) domain adaptation (4) document retrieval (4) neural network (4) reinforcement learning (4) attention mechanism (4) pre-trained language model (3) physics-informed learning (3) semantic segmentation (3) vision-language model (3) sparse regression (3) nonlinear dynamics (3) transfer learning (3) model compression (3) object detection (3) instruction tuning (3)

Papers

PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics AAAI 2026

Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering AAAI 2026

Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026

L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention AAAI 2026

TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding AAAI 2026

Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing AAAI 2026

Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026

MDAA-Diff: CT-Guided Multi-Dose Adaptive Attention Diffusion Model for PET Denoising MICCAI 2025

HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network AAAI 2025

EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics AAAI 2025

SpotActor: Training-Free Layout-Controlled Consistent Image Generation AAAI 2025

Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025

Unveil: Unified Visual-Textual Integration and Distillation for Multi-modal Document Retrieval ACL 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025

Inverse Reinforcement Learning Meets Large Language Model Alignment ACL 2025

GeAR: Generation Augmented Retrieval ACL 2025

Rethinking Diverse Human Preference Learning through Principal Component Analysis ACL 2025

Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review ACL 2025

Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey ACL 2025

Chain of Semantics Programming in 3D Gaussian Splatting Representation for 3D Vision Grounding CVPR 2025

DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025

MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025

Token-level Proximal Policy Optimization for Query Generation EMNLP 2025

Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025

Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval EMNLP 2025

A Token-level Text Image Foundation Model for Document Understanding ICCV 2025

Rethinking Reward Modeling in Preference-based Large Language Model Alignment ICLR 2025

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025

CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion ICLR 2025

PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows ICLR 2025

The Synergy of LLMs & RL Unlocks Offline Learning of Generalizable Language-Conditioned Policies with Low-fidelity Data ICML 2025

Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment ICML 2025

MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation ICML 2025

PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025

Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning MICCAI 2025

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025

High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer WACV 2025

Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024

LiDAR-Net: A Real-scanned 3D Point Cloud Dataset for Indoor Scenes CVPR 2024

IRGen: Generative Modeling for Image Retrieval ECCV 2024

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024

Retrieved In-Context Principles from Previous Mistakes EMNLP 2024

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors EMNLP 2024

LGA: A Language Guide Adapter for Advancing the SAM Model’s Capabilities in Medical Image Segmentation MICCAI 2024

Reinforcement Symbolic Regression Machine ICLR 2024

Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL ICLR 2024

OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance NIPS 2024

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NIPS 2024

Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation NIPS 2024

Cross-model Control: Improving Multiple Large Language Models in One-time Training NIPS 2024

Accelerating Non-Maximum Suppression: A Graph Theory Perspective NIPS 2024

TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection AAAI 2024

SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection AAAI 2024

HiFi-Gas: Hierarchical Federated Learning Incentive Mechanism Enhanced Gas Usage Estimation AAAI 2024

Validating the eBPF Verifier via State Embedding OSDI 2024

Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ACL 2024

Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding ACL 2024

Se2: Sequential Example Selection for In-Context Learning ACL 2024

Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking ACL 2024

Dense Reward for Free in Reinforcement Learning from Human Feedback ICML 2024

Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples NIPS 2023

Neural Laplace Control for Continuous-time Delayed Systems AISTATS 2023

Membership Inference Attacks against Synthetic Data through Overfitting Detection AISTATS 2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023

Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023

Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search ICLR 2023

Unveiling the Implicit Toxicity in Large Language Models EMNLP 2023

VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching ICCV 2023

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions ACL 2023

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion ACL 2023

PAL: Persona-Augmented Emotional Support Conversation Generation ACL 2023

A Comprehensive Study on Text-attributed Graphs: Benchmarking and Rethinking NIPS 2023

What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization NIPS 2023

Model-enhanced Vector Index NIPS 2023

Character-Level Chinese Backpack Language Models EMNLP 2023

InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023

Allies: Prompting Large Language Model with Beam Search EMNLP 2023

Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling WACV 2022

Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping NIPS 2022

Enhancing Self-Attention with Knowledge-Assisted Attention Maps NAACL 2022

Discovering Nonlinear PDEs from Scarce Data with Physics-encoded Learning ICLR 2022

Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL ICLR 2022

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022

Distilling Governing Laws and Source Input for Dynamical Systems from Videos IJCAI 2022

A Neural Corpus Indexer for Document Retrieval NIPS 2022

COLD: A Benchmark for Chinese Offensive Language Detection EMNLP 2022

Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022

Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022

Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty NIPS 2022

HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022

Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021

Knowledge Refinery: Learning from Decoupled Label AAAI 2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support ACL 2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support IJCNLP 2021

Reciprocal Learning Networks for Human Trajectory Prediction CVPR 2020

Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction IJCAI 2020

Neuro-Symbolic Program Search for Autonomous Driving Decision Module Design CORL 2020

MultiSpeech: Multi-Speaker Text to Speech with Transformer INTERSPEECH 2020

Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion INTERSPEECH 2019

Policy Continuation with Hindsight Inverse Dynamics NIPS 2019