Xinyi Wang

GUI0: Self-Evolving Foundational GUI Agents in Super App Ecosystems ACL 2026 DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering AAAI 2026 CAMP-VQA: Caption-Embedded Multimodal Perception for No-Reference Quality Assessment of Compressed Video WACV 2026 Semantic Feature Purification for Adversarially-Aware RGB-T Tracking AAAI 2026 Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026 Mem2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation ACL 2026 HTTrack: Learning to Perceive Targets via Historical Trajectories in Satellite Video Tracking AAAI 2026 LEDOM: Reverse Language Model ACL 2026 RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025 CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games ICCV 2025 GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts ICCV 2025 Multi-Constraint Safe Reinforcement Learning via Closed-form Solution for Log-Sum-Exp Approximation of Control Barrier Functions L4DC 2025 Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution ICML 2025 Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data ICLR 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025 Improving Adversarial Transferability via Decision Boundary Adaptation UAI 2025 Disentangling Memory and Reasoning Ability in Large Language Models ACL 2025 Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025 DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs EMNLP 2025 Mixture of LoRA Experts for Continual Information Extraction with LLMs EMNLP 2025 SIX-Net: Spatial-context Information miX-up for Electrode Landmark Detection MICCAI 2024 AttEXplore: Attribution for Explanation with model parameters eXploration ICLR 2024 Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation ICLR 2024 Position: AI/ML Influencers Have a Place in the Academic Process ICML 2024 Iterative Search Attribution for Deep Neural Networks ICML 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NIPS 2024 MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks AAAI 2024 The Good, The Bad, and Why: Unveiling Emotions in Generative AI ICML 2024 Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation ICML 2024 Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024 OFELIA: Optical Flow-based Electrode LocalIzAtion MIDL 2024 Causal Balancing for Domain Generalization ICLR 2023 Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning NIPS 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 PECO: Examining Single Sentence Label Leakage in Natural Language Inference Datasets through Progressive Evaluation of Cluster Outliers EACL 2023 A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models EACL 2023 Evaluating and Modeling Attribution for Cross-Lingual Question Answering EMNLP 2023 TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023 Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation EMNLP 2023 Continual Event Extraction with Semantic Confusion Rectification EMNLP 2023 XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages EMNLP 2023 mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations EMNLP 2023 Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023 CMU’s IWSLT 2022 Dialect Speech Translation System ACL 2022 Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection JMLR 2022 Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022 Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021 Modeling Disclosive Transparency in NLP Application Descriptions EMNLP 2021 Multi-view Subword Regularization NAACL 2021 Meta Back-Translation ICLR 2021 Optimizing Data Usage via Differentiable Rewards ICML 2020 A Probabilistic Formulation of Unsupervised Text Style Transfer ICLR 2020 Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation EMNLP 2020 Neural Topic Model with Attention for Supervised Learning AISTATS 2020 Balancing Training for Multilingual Neural Machine Translation ACL 2020 Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation ACL 2019 compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL 2019 Multilingual Neural Machine Translation With Soft Decoupled Encoding ICLR 2019 Domain Differential Adaptation for Neural Machine Translation EMNLP 2019 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 A Tree-based Decoder for Neural Machine Translation EMNLP 2018