Hao Zhou

164 papers · 2015–2026 · 16 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (10) 🗺️ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌍 Conference Polyglot (16) 🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (33) 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (52) 🔬 Deep Specialist (19) 🏆 Keyword Champion 🚀 Conference Pioneer ⚡ Prolific Year (27) 🗃️ Keyword Collector (532) 📈 Trend Setter ❓ The Questioner (2) 💎 Century Club (163) 🔥 Unstoppable (11)

Conferences

ACL (33) EMNLP (20) ICML (19) AAAI (17) ICLR (16) NIPS (12) CVPR (9) IJCNLP (9) NAACL (7) ICCV (6) IJCAI (6) ECCV (4) AISTATS (2) EACL (2) AACL (1) COLING (1)

Top co-authors

Lei Li (52) Jie Zhou (18) Mingxuan Wang (15) Shujian Huang (13) Minlie Huang (13) Yuxuan Song (13) Fandong Meng (12) Jiajun Chen (12) Wei-Ying Ma (12) Lili Mou (10)

Research topics

Deep Learning (1) Computer Vision (1) Domain-Specific (1) Science (1) Probability (1)

Keywords

neural machine translation (16) text generation (9) representation learning (8) non-autoregressive translation (8) dialogue system (7) pre-trained language model (7) machine translation (7) unsupervised learning (5) transfer learning (5) parallel decoding (5) diffusion model (4) knowledge graph (4) domain adaptation (4) knowledge distillation (4) multimodal learning (4) neural network (4) sign language translation (3) video understanding (3) autoregressive model (3) commonsense knowledge (3)

Papers

MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026

Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025

APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025

Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025

PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025

RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation AISTATS 2025

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025

Steering Protein Family Design through Profile Bayesian Flow ICLR 2025

Zero-Shot Extraction of Stock Relationship Graphs with LLMs EMNLP 2025

A Periodic Bayesian Flow for Material Generation ICLR 2025

MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025

Core-to-Global Reasoning for Compositional Visual Question Answering AAAI 2025

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025

Generative AI for Immersive Video: Recent Advances and Future Opportunities IJCAI 2025

Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset ICML 2025

SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics ICML 2025

Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport ICML 2025

Smooth Interpolation for Improved Discrete Graph Generative Models ICML 2025

Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks ICML 2025

Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule ICML 2025

La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation ICML 2025

CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 2025

HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025

Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective CVPR 2025

Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways CVPR 2025

Vision-Language Models Can Self-Improve Reasoning via Reflection NAACL 2025

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024

Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024

Semi-Supervised Spoken Language Glossification ACL 2024

A Strategic Analysis of Prepayments in Financial Credit Networks IJCAI 2024

Revisiting the Markov Property for Machine Translation EACL 2024

Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning NAACL 2024

VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024

Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks ICLR 2024

Collage: Light-Weight Low-Precision Strategy for LLM Training ICML 2024

Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ICML 2024

Reducing Balancing Error for Causal Inference via Optimal Transport ICML 2024

MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space ICML 2024

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

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024

A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024

AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NIPS 2024

Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024

Multimodal Molecular Pretraining via Modality Blending ICLR 2024

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs ICLR 2024

Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024

Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models ICML 2024

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models ECCV 2024

FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition ICLR 2024

Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution AAAI 2024

On Prompt-Driven Safeguarding for Large Language Models ICML 2024

ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023

Non-Autoregressive Document-Level Machine Translation EMNLP 2023

Sign Language Translation with Iterative Prototype ICCV 2023

On Pre-training Language Model for Antibody ICLR 2023

Learning Harmonic Molecular Representations on Riemannian Manifold ICLR 2023

Graph Contrastive Learning for Skeleton-based Action Recognition ICLR 2023

Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation AACL 2023

Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation NIPS 2023

HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NIPS 2023

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023

Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023

Deep Equilibrium Non-Autoregressive Sequence Learning ACL 2023

Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D ICML 2023

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation IJCNLP 2023

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023

Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023

Contextual Representation Learning beyond Masked Language Modeling ACL 2022

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022

MTG: A Benchmark Suite for Multilingual Text Generation NAACL 2022

Forgiving Debt in Financial Network Games IJCAI 2022

Out-of-Distribution Identification: Let Detector Tell Which I Am Not Sure ECCV 2022

PSS: Progressive Sample Selection for Open-World Visual Representation Learning ECCV 2022

Towards Regression-Free Neural Networks for Diverse Compute Platforms ECCV 2022

Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification AAAI 2022

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022

Directed Acyclic Transformer for Non-Autoregressive Machine Translation ICML 2022

On the Learning of Non-Autoregressive Transformers ICML 2022

Unsupervised Editing for Counterfactual Stories AAAI 2022

Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022

switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder ICLR 2022

Improving Constituent Representation with Hypertree Neural Networks NAACL 2022

Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022

Enhancing Cross-lingual Transfer by Manifold Mixup ICLR 2022

Regularized Molecular Conformation Fields NIPS 2022

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022

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

Rethinking Document-level Neural Machine Translation ACL 2022

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022

UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation NIPS 2021

Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021

ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization AAAI 2021

Consecutive Decoding for Speech-to-text Translation AAAI 2021

Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation AAAI 2021

Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021

Vocabulary Learning via Optimal Transport for Neural Machine Translation ACL 2021

Entity-Aware Abstractive Multi-Document Summarization ACL 2021

Contrastive Aligned Joint Learning for Multilingual Summarization ACL 2021

Probabilistic Graph Reasoning for Natural Proof Generation ACL 2021

Improving Sign Language Translation With Monolingual Data by Sign Back-Translation CVPR 2021

Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding CVPR 2021

Compatibility-Aware Heterogeneous Visual Search CVPR 2021

ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction EACL 2021

Learning Logic Rules for Document-Level Relation Extraction EMNLP 2021

EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning EMNLP 2021

NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP 2021

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21 EMNLP 2021

MARS: Markov Molecular Sampling for Multi-objective Drug Discovery ICLR 2021

UniRE: A Unified Label Space for Entity Relation Extraction IJCNLP 2021

Glancing Transformer for Non-Autoregressive Neural Machine Translation IJCNLP 2021

Vocabulary Learning via Optimal Transport for Neural Machine Translation IJCNLP 2021

Entity-Aware Abstractive Multi-Document Summarization IJCNLP 2021

Contrastive Aligned Joint Learning for Multilingual Summarization IJCNLP 2021

Probabilistic Graph Reasoning for Natural Proof Generation IJCNLP 2021

Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs NAACL 2021

Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020

SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation CVPR 2020

Where, What, Whether: Multi-Modal Learning Meets Pedestrian Detection CVPR 2020

Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation AISTATS 2020

Xiaomingbot: A Multilingual Robot News Reporter ACL 2020

KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020

Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020

Unsupervised Paraphrasing by Simulated Annealing ACL 2020

Towards Making the Most of BERT in Neural Machine Translation AAAI 2020

Importance-Aware Learning for Neural Headline Editing AAAI 2020

Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020

Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition AAAI 2020

Mirror-Generative Neural Machine Translation ICLR 2020

Variational Template Machine for Data-to-Text Generation ICLR 2020

WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020

On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020

Imitation Learning for Non-Autoregressive Neural Machine Translation ACL 2019

GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos IJCAI 2019

Discreteness in Neural Natural Language Processing EMNLP 2019

Discreteness in Neural Natural Language Processing IJCNLP 2019

Deep Single-Image Portrait Relighting ICCV 2019

Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation NAACL 2019

GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition ICCV 2019

CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling AAAI 2019

Kernelized Bayesian Softmax for Text Generation NIPS 2019

Dynamically Fused Graph Network for Multi-hop Reasoning ACL 2019

Generating Sentences from Disentangled Syntactic and Semantic Spaces ACL 2019

Generating Fluent Adversarial Examples for Natural Languages ACL 2019

Correct-and-Memorize: Learning to Translate from Interactive Revisions IJCAI 2019

Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 2018

On Tree-Based Neural Sentence Modeling EMNLP 2018

BRITS: Bidirectional Recurrent Imputation for Time Series NIPS 2018

Commonsense Knowledge Aware Conversation Generation with Graph Attention IJCAI 2018

Word-Context Character Embeddings for Chinese Word Segmentation EMNLP 2017

Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL 2017

Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease NIPS 2016

A Search-Based Dynamic Reranking Model for Dependency Parsing ACL 2016

Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing IJCNLP 2015

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing ACL 2015