Ying Shen

73 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🏃 Academic Marathon (7) 🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🤝 Dynamic Duo (16) 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (20) 🧬 Topic Evolution 🔥 Unstoppable (8) ❓ The Questioner 📈 Trend Setter 💎 Century Club (72) 🗃️ Keyword Collector (342) 🚀 Conference Pioneer ⚡ Prolific Year (12)

Conferences

AAAI (18) ACL (16) EMNLP (15) COLING (10) ICLR (4) IJCAI (3) CVPR (1) ICML (1) IJCNLP (1) INTERSPEECH (1) NAACL (1) NIPS (1) WACV (1)

Top co-authors

Min Yang (16) Yaliang Li (13) Hai-Tao Zheng (12) Yinghui Li (12) Lifu Huang (12) Zhiyang Xu (9) Haitao Zheng (7) Yang Deng (6) Yuexiang Xie (6) Qifan Wang (6)

Research topics

Linguistics (1) Education (1)

Keywords

multimodal learning (9) large language model (6) text generation (6) question answering (6) knowledge distillation (6) contrastive learning (5) reinforcement learning (5) multi-task learning (5) text summarization (4) grammatical error correction (4) answer selection (4) instruction tuning (4) benchmark evaluation (4) image captioning (4) language model (4) multimodal large language model (4) catastrophic forgetting (3) adversarial training (3) continual learning (3) attention mechanism (3)

Papers

SmartSplat: Feature-Smart Gaussians for Scalable Compression of Ultra-High-Resolution Images AAAI 2026

ELBA: Learning by Asking for Embodied Visual Navigation and Task Completion WACV 2025

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation EMNLP 2025

Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories EMNLP 2025

Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025

MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction EMNLP 2025

INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent EMNLP 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

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

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

Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025

Modality-Specialized Synergizers for Interleaved Vision-Language Generalists ICLR 2025

Enhancing Factual Consistency in Text Summarization via Counterfactual Debiasing COLING 2025

Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025

Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 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

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

GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024

Source-free Domain Adaptation for Aspect-based Sentiment Analysis COLING 2024

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks AAAI 2024

Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling NIPS 2024

X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024

Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024

Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023

Tunable Soft Prompts are Messengers in Federated Learning EMNLP 2023

CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction EMNLP 2023

Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction EMNLP 2022

SiD-WaveFlow: A Low-Resource Vocoder Independent of Prior Knowledge INTERSPEECH 2022

Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation EMNLP 2022

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021

Learning to Augment for Data-scarce Domain BERT Knowledge Distillation AAAI 2021

Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021

Prototypical Representation Learning for Relation Extraction ICLR 2021

Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning AAAI 2021

HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking IJCNLP 2021

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training EMNLP 2020

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering AAAI 2020

Integrating Linguistic Knowledge to Sentence Paraphrase Generation AAAI 2020

Attentive User-Engaged Adversarial Neural Network for Community Question Answering AAAI 2020

Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020

Interactive Dual Generative Adversarial Networks for Image Captioning AAAI 2020

Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL 2020

Summarize before Aggregate: A Global-to-local Heterogeneous Graph Inference Network for Conversational Emotion Recognition COLING 2020

Integrating User History into Heterogeneous Graph for Dialogue Act Recognition COLING 2020

Answer-driven Deep Question Generation based on Reinforcement Learning COLING 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

A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 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-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning IJCAI 2019

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors AAAI 2019

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019

Learning Document Embeddings with Crossword Prediction AAAI 2019

Aspect and Sentiment Aware Abstractive Review Summarization COLING 2018

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018

Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018

Cooperative Denoising for Distantly Supervised Relation Extraction COLING 2018