Ying Shen

SmartSplat: Feature-Smart Gaussians for Scalable Compression of Ultra-High-Resolution Images AAAI 2026 Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026 Attention Basin: Why Contextual Position Matters in Large Language Models ACL 2026 Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025 ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion WACV 2025 Towards Audio-Visual Navigation in Noisy Environments: A Large-Scale Benchmark Dataset and an Architecture Considering Multiple Sound-Sources AAAI 2025 Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025 Modality-Specialized Synergizers for Interleaved Vision-Language Generalists ICLR 2025 INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent EMNLP 2025 MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025 CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction ACL 2025 LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates ACL 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 M3HG: Multimodal, Multi-scale, and Multi-type Node Heterogeneous Graph for Emotion Cause Triplet Extraction in Conversations ACL 2025 Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension? ACL 2025 Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025 Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories EMNLP 2025 R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025 Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs ICML 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 2024 MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks AAAI 2024 GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024 Source-free Domain Adaptation for Aspect-based Sentiment Analysis COLING 2024 InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024 ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization COLING 2024 Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling NIPS 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024 Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters ACL 2024 Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning ACL 2024 CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction EMNLP 2023 MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023 Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023 The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation EMNLP 2022 SiD-WaveFlow: A Low-Resource Vocoder Independent of Prior Knowledge INTERSPEECH 2022 Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021 Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning AAAI 2021 Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021 Prototypical Representation Learning for Relation Extraction ICLR 2021 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021 Answer-driven Deep Question Generation based on Reinforcement Learning COLING 2020 Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition COLING 2020 Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL 2020 Interactive Dual Generative Adversarial Networks for Image Captioning AAAI 2020 Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020 Attentive User-Engaged Adversarial Neural Network for Community Question Answering AAAI 2020 Infobox-to-text Generation with Tree-like Planning based Attention Network IJCAI 2020 Triple-to-Text Generation with an Anchor-to-Prototype Framework IJCAI 2020 Integrating Linguistic Knowledge to Sentence Paraphrase Generation AAAI 2020 Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering AAAI 2020 Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020 Integrating User History into Heterogeneous Graph for Dialogue Act Recognition COLING 2020 A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019 Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors AAAI 2019 Learning Document Embeddings with Crossword Prediction AAAI 2019 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019 Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning IJCAI 2019 Exploring Human-Like Reading Strategy for Abstractive Text Summarization AAAI 2019 Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Aspect and Sentiment Aware Abstractive Review Summarization COLING 2018 Cooperative Denoising for Distantly Supervised Relation Extraction COLING 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018