Lei Shen
29 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
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Conferences
AAAI (8)
ACL (7)
EMNLP (5)
ICCV (2)
COLING (1)
CVPR (1)
EACL (1)
ECCV (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
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Keywords
hierarchical model
(3)
response generation
(3)
synthetic data generation
(2)
large language model
(2)
dialogue generation
(2)
natural language generation
(2)
latent variable model
(2)
multimodal learning
(2)
benchmark dataset
(2)
dialogue system
(2)
latent variable
(2)
palmprint recognition
(2)
data augmentation
(1)
knowledge distillation
(1)
temporal modeling
(1)
attention mechanism
(1)
self-supervised learning
(1)
few-shot learning
(1)
transformer architecture
(1)
curriculum learning
(1)
Papers
Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards
ACL 2026
Temporal Calibrating and Distilling for Scene-Text Aware Text-Video Retrieval
AAAI 2026
Equivariant Atomic and Lattice Modeling Using Geometric Deep Learning for Crystal Structure Optimization
AAAI 2026
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant
EMNLP 2025
Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation
AAAI 2025
Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement
ICCV 2025
Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
ICLR 2025
A Group Fairness Lens for Large Language Models
EMNLP 2025
Differentially Private Natural Language Models: Recent Advances and Future Directions
EACL 2024
PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation
AAAI 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
AAAI 2024
DistilPose: Tokenized Pose Regression With Heatmap Distillation
CVPR 2023
MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding
AAAI 2023
DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation
ACL 2023
Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection
ACL 2023
Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training
ACL 2023
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
NIPS 2023
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition
ICCV 2023
BΓ©zierPalm: A Free Lunch for Palmprint Recognition
ECCV 2022
Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline
COLING 2022
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation
EMNLP 2021
Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation
EMNLP 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation
ACL 2021
GTM: A Generative Triple-wise Model for Conversational Question Generation
IJCNLP 2021
Probing Product Description Generation via Posterior Distillation
AAAI 2021
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction
AAAI 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation
ACL 2020
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables
ACL 2019
Speeding Up Neural Machine Translation Decoding by Cube Pruning
EMNLP 2018