Pengfei Li
36 papers · 2019–2026 · 14 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (13) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge
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Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🌱
Topic Pioneer
🏆
Grand Slam
👥
Mega-Team
(22)
🧬
Topic Evolution
⚡
Prolific Year
(6)
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Unstoppable
(7)
🗃️
Keyword Collector
(148)
💎
Century Club
(33)
Conferences
AAAI (7)
NIPS (6)
ICCV (4)
ACL (3)
COLING (2)
ECCV (2)
EMNLP (2)
ICML (2)
IJCAI (2)
NAACL (2)
CVPR (1)
EACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
autonomous driving
(4)
reinforcement learning
(4)
attention mechanism
(3)
policy optimization
(3)
point cloud
(3)
knowledge attention
(2)
model compression
(2)
external knowledge
(2)
transformer architecture
(2)
trajectory prediction
(2)
neural machine translation
(2)
lexical resource
(2)
neural network
(2)
sentiment bia
(2)
knowledge distillation
(2)
relation extraction
(2)
opinion summarization
(2)
competitive ratio
(2)
text classification
(1)
feature extraction
(1)
Papers
Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties
EACL 2026
MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
ACL 2026
WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement
ACL 2026
Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
ICLR 2025
World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model
ICCV 2025
LASS: A Novel and Economical Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization
COLING 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception
CVPR 2025
LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data
AAAI 2025
Fast and Slow Gradient Approximation for Binary Neural Network Optimization
AAAI 2025
TOD3Cap: Towards 3D Dense Captioning in Outdoor Scenes
ECCV 2024
Exploring Adversarial Robustness of Deep State Space Models
NIPS 2024
Online Budgeted Matching with General Bids
NIPS 2024
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting
AAAI 2024
Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods
COLING 2024
Building Socially-Equitable Public Models
ICML 2024
3D Implicit Transporter for Temporally Consistent Keypoint Discovery
ICCV 2023
INT2: Interactive Trajectory Prediction at Intersections
ICCV 2023
Anytime-Competitive Reinforcement Learning with Policy Prior
NIPS 2023
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay
NIPS 2023
Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
ICML 2023
DQS3D: Densely-matched Quantization-aware Semi-supervised 3D Detection
ICCV 2023
Policy Optimization with Stochastic Mirror Descent
AAAI 2022
Constrained Update Projection Approach to Safe Policy Optimization
NIPS 2022
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
NIPS 2022
Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search
IJCAI 2022
End-to-End Simultaneous Speech Translation with Pretraining and Distillation: Huawei Noah’s System for AutoSimTranS 2022
NAACL 2022
Automatic True/False Question Generation for Educational Purpose
NAACL 2022
Universal Conditional Masked Language Pre-training for Neural Machine Translation
ACL 2022
ACT: an Attentive Convolutional Transformer for Efficient Text Classification
AAAI 2021
CARE: Commonsense-Aware Emotional Response Generation with Latent Concepts
AAAI 2021
On Convergence of Gradient Expected Sarsa(λ)
AAAI 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation
EMNLP 2021
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry
ECCV 2020
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion
IJCAI 2020
Improving Relation Extraction with Knowledge-attention
EMNLP 2019
Improving Relation Extraction with Knowledge-attention
IJCNLP 2019