Yingbo Zhou

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ACL 2026 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents ICLR 2025 Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025 CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models NAACL 2025 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 ARM: Alignment with Residual Energy-Based Model NAACL 2024 Parameter-Efficient Detoxification with Contrastive Decoding ACL 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024 Exact Fusion via Feature Distribution Matching for Few-shot Image Generation CVPR 2024 INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness NIPS 2024 Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024 Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024 FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NIPS 2023 Best-k Search Algorithm for Neural Text Generation ACL 2023 General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023 SharPT: Shared Latent Space Prompt Tuning EACL 2023 Long Document Summarization with Top-down and Bottom-up Inference EACL 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023 CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis ICLR 2023 InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning IJCAI 2023 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 Efficient and Differentiable Conformal Prediction with General Function Classes ICLR 2022 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization NIPS 2022 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering ACL 2022 OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022 Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control NAACL 2022 Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database EMNLP 2022 Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models EMNLP 2022 RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 Testing Cross-Database Semantic Parsers With Canonical Utterances EMNLP 2021 Focused Attention Improves Document-Grounded Generation NAACL 2021 Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021 CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers ICLR 2021 WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021 Unsupervised Paraphrasing with Pretrained Language Models EMNLP 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition INTERSPEECH 2020 Online Structured Meta-learning NIPS 2020 Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation ICLR 2019 Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019 End-to-End Dense Video Captioning With Masked Transformer CVPR 2018 A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation INTERSPEECH 2018 Normalization Propagation: A Parametric Technique for Removing Internal Covariate Shift in Deep Networks ICML 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Parallel Feature Selection Inspired by Group Testing NIPS 2014