Hao Zhou

A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM𝛥 Integration into Upcycled MoE ACL 2026 APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026 MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026 DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis ACL 2026 Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026 R3: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning ACL 2026 Vision-Language Models Can Self-Improve Reasoning via Reflection NAACL 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 MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025 A Periodic Bayesian Flow for Material Generation ICLR 2025 Steering Protein Family Design through Profile Bayesian Flow ICLR 2025 HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025 CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction ICCV 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 Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025 Zero-Shot Extraction of Stock Relationship Graphs with LLMs EMNLP 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 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation AISTATS 2025 Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models 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 AnyFit: Controllable Virtual Try-on for Any Combination of Attire Across Any Scenario NIPS 2024 Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution AAAI 2024 Semi-Supervised Spoken Language Glossification ACL 2024 Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024 Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024 Revisiting the Markov Property for Machine Translation EACL 2024 Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models ECCV 2024 Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024 A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024 Multimodal Molecular Pretraining via Modality Blending ICLR 2024 Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks ICLR 2024 Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs ICLR 2024 FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition ICLR 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space ICML 2024 Reducing Balancing Error for Causal Inference via Optimal Transport ICML 2024 Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective ICML 2024 Collage: Light-Weight Low-Precision Strategy for LLM Training ICML 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling ICML 2024 On Prompt-Driven Safeguarding for Large Language Models ICML 2024 A Strategic Analysis of Prepayments in Financial Credit Networks IJCAI 2024 Diffusion Glancing Transformer for Parallel Sequence-to-Sequence Learning NAACL 2024 Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023 Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D ICML 2023 Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023 Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023 Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation ACL 2023 Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023 Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation IJCNLP 2023 Graph Contrastive Learning for Skeleton-based Action Recognition ICLR 2023 Learning Harmonic Molecular Representations on Riemannian Manifold ICLR 2023 On Pre-training Language Model for Antibody ICLR 2023 Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023 Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation NIPS 2023 Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation AACL 2023 Sign Language Translation with Iterative Prototype ICCV 2023 Deep Equilibrium Non-Autoregressive Sequence Learning ACL 2023 Non-Autoregressive Document-Level Machine Translation EMNLP 2023 Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023 HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NIPS 2023 Directed Acyclic Transformer for Non-Autoregressive Machine Translation ICML 2022 Contextual Representation Learning beyond Masked Language Modeling ACL 2022 CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 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 ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022 Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022 E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022 Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision AAAI 2022 Enhancing Cross-lingual Transfer by Manifold Mixup ICLR 2022 switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder ICLR 2022 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 MTG: A Benchmark Suite for Multilingual Text Generation NAACL 2022 LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification AAAI 2022 Unsupervised Editing for Counterfactual Stories AAAI 2022 On the Learning of Non-Autoregressive Transformers ICML 2022 On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark ACL 2022 Rethinking Document-level Neural Machine Translation ACL 2022 Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022 Regularized Molecular Conformation Fields NIPS 2022 latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022 Forgiving Debt in Financial Network Games IJCAI 2022 Duplex Sequence-to-Sequence Learning for Reversible Machine Translation NIPS 2021 Glancing Transformer for Non-Autoregressive Neural Machine Translation ACL 2021 Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs NAACL 2021 Consecutive Decoding for Speech-to-text Translation AAAI 2021 ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization AAAI 2021 Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021 Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation AAAI 2021 Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding CVPR 2021 UniRE: A Unified Label Space for Entity Relation Extraction ACL 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 Entity-Aware Abstractive Multi-Document Summarization IJCNLP 2021 Vocabulary Learning via Optimal Transport for Neural Machine Translation IJCNLP 2021 ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction EACL 2021 Contrastive Aligned Joint Learning for Multilingual Summarization IJCNLP 2021 Probabilistic Graph Reasoning for Natural Proof Generation IJCNLP 2021 Compatibility-Aware Heterogeneous Visual Search CVPR 2021 UniRE: A Unified Label Space for Entity Relation Extraction IJCNLP 2021 Glancing Transformer for Non-Autoregressive Neural Machine Translation IJCNLP 2021 Probabilistic Graph Reasoning for Natural Proof Generation ACL 2021 Improving Sign Language Translation With Monolingual Data by Sign Back-Translation CVPR 2021 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery ICLR 2021 Contrastive Aligned Joint Learning for Multilingual Summarization ACL 2021 Entity-Aware Abstractive Multi-Document Summarization ACL 2021 Vocabulary Learning via Optimal Transport for Neural Machine Translation ACL 2021 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020 Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition AAAI 2020 Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation AISTATS 2020 Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020 Variational Template Machine for Data-to-Text Generation ICLR 2020 Mirror-Generative Neural Machine Translation ICLR 2020 Towards Making the Most of BERT in Neural Machine Translation AAAI 2020 SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation CVPR 2020 Unsupervised Paraphrasing by Simulated Annealing ACL 2020 Xiaomingbot: A Multilingual Robot News Reporter ACL 2020 KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation ACL 2020 Importance-Aware Learning for Neural Headline Editing AAAI 2020 Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020 Where, What, Whether: Multi-Modal Learning Meets Pedestrian Detection CVPR 2020 Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information EMNLP 2020 On the Sentence Embeddings from Pre-trained Language Models EMNLP 2020 Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020 GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition ICCV 2019 Generating Sentences from Disentangled Syntactic and Semantic Spaces ACL 2019 Generating Fluent Adversarial Examples for Natural Languages ACL 2019 Imitation Learning for Non-Autoregressive Neural Machine Translation ACL 2019 Discreteness in Neural Natural Language Processing EMNLP 2019 Deep Single-Image Portrait Relighting ICCV 2019 Dynamically Fused Graph Network for Multi-hop Reasoning ACL 2019 Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation NAACL 2019 Correct-and-Memorize: Learning to Translate from Interactive Revisions IJCAI 2019 GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos IJCAI 2019 Kernelized Bayesian Softmax for Text Generation NIPS 2019 CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling AAAI 2019 Discreteness in Neural Natural Language Processing IJCNLP 2019 On Tree-Based Neural Sentence Modeling EMNLP 2018 BRITS: Bidirectional Recurrent Imputation for Time Series NIPS 2018 Label Denoising Adversarial Network (LDAN) for Inverse Lighting of Faces CVPR 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 A Search-Based Dynamic Reranking Model for Dependency Parsing ACL 2016 Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016 Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease NIPS 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