ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2205.09753
  4. Cited By
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory
  Prediction via Scene Encoding

HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding

30 April 2022
Xiaosong Jia
Peng Wu
Li Chen
Y. Liu
Hongyang Li
Junchi Yan
ArXivPDFHTML

Papers citing "HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding"

50 / 71 papers shown
Title
Boundary-Guided Trajectory Prediction for Road Aware and Physically Feasible Autonomous Driving
Boundary-Guided Trajectory Prediction for Road Aware and Physically Feasible Autonomous Driving
Ahmed Abouelazm
Mianzhi Liu
Christian Hubschneider
Yin Wu
Daniel Slieter
J. M. Zöllner
29
0
0
10 May 2025
IMPACT: Behavioral Intention-aware Multimodal Trajectory Prediction with Adaptive Context Trimming
IMPACT: Behavioral Intention-aware Multimodal Trajectory Prediction with Adaptive Context Trimming
Jiawei Sun
Xibin Yue
Jiahui Li
Tianle Shen
Chengran Yuan
Shuo Sun
Sheng Guo
Quanyun Zhou
Marcelo H ANG Jr
29
0
0
12 Apr 2025
GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network
GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network
Yunxiang Liu
Hongkuo Niu
Jianlin Zhu
27
0
0
07 Apr 2025
Post-interactive Multimodal Trajectory Prediction for Autonomous Driving
Ziyi Huang
Y. Li
D. Li
Yao Mu
Hongmao Qin
Nan Zheng
68
0
0
12 Mar 2025
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving
Ziliang Xiong
Shipeng Liu
Nathaniel Helgesen
Joakim Johnander
Per-Erik Forssén
59
0
0
10 Mar 2025
Future-Aware Interaction Network For Motion Forecasting
Shijie Li
Xun Xu
S. Yeo
Xulei Yang
Mamba
179
0
0
09 Mar 2025
DriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving
Xiaosong Jia
Junqi You
Zhiyuan Zhang
Junchi Yan
44
5
0
07 Mar 2025
Int2Planner: An Intention-based Multi-modal Motion Planner for Integrated Prediction and Planning
Int2Planner: An Intention-based Multi-modal Motion Planner for Integrated Prediction and Planning
Xiaolei Chen
Junchi Yan
Wenlong Liao
Tao He
Pai Peng
36
2
0
22 Jan 2025
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction
ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction
Izzeddin Teeti
Aniket Thomas
Munish Monga
S. Kumar
Uddeshya Singh
Andrew Bradley
Biplab Banerjee
Fabio Cuzzolin
38
0
0
20 Jan 2025
A Survey of World Models for Autonomous Driving
A Survey of World Models for Autonomous Driving
Tuo Feng
Wenguan Wang
Y. Yang
VGen
80
6
0
20 Jan 2025
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor
  Regression
Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression
Shaofei Huang
Zhenwei Shen
Zehao Huang
Yue Liao
Jizhong Han
Naiyan Wang
Si Liu
83
1
0
22 Dec 2024
Motion Forecasting in Continuous Driving
Motion Forecasting in Continuous Driving
Nan Song
Bozhou Zhang
Xiatian Zhu
L. Zhang
25
1
0
08 Oct 2024
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous
  Driving
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
Haochen Liu
Li Chen
Yu Qiao
Chen Lv
Hongyang Li
30
3
0
26 Sep 2024
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving
Ehsan Ahmadi
Ray Coden Mercurius
Soheil Alizadeh
K. Rezaee
Amir Rasouli
AAML
41
0
0
23 Sep 2024
RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios
  even if You Only Look Once
RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios even if You Only Look Once
Jiawei Sun
Jiahui Li
Tingchen Liu
Chengran Yuan
Shuo Sun
Zefan Huang
Anthony Wong
K. P. Tee
Marcelo H. Ang Jr
33
2
0
18 Sep 2024
FlatFusion: Delving into Details of Sparse Transformer-based
  Camera-LiDAR Fusion for Autonomous Driving
FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving
Yutao Zhu
Xiaosong Jia
Xinyu Yang
Junchi Yan
ViT
34
2
0
13 Aug 2024
Multi-Agent Trajectory Prediction with Difficulty-Guided Feature
  Enhancement Network
Multi-Agent Trajectory Prediction with Difficulty-Guided Feature Enhancement Network
Guipeng Xin
Duanfeng Chu
Liping Lu
Zejian Deng
Yuang Lu
Xigang Wu
35
2
0
26 Jul 2024
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop
  End-To-End Autonomous Driving
Bench2Drive: Towards Multi-Ability Benchmarking of Closed-Loop End-To-End Autonomous Driving
Xiaosong Jia
Zhenjie Yang
Qifeng Li
Zhiyuan Zhang
Junchi Yan
ELM
42
36
0
06 Jun 2024
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with
  Next-Patch Prediction
BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction
Zikang Zhou
Haibo Hu
Xinhong Chen
Jianping Wang
Nan Guan
Kui Wu
Yung-Hui Li
Yu-Kai Huang
Chun Jason Xue
AI4CE
31
17
0
27 May 2024
Interpretable Interaction Modeling for Trajectory Prediction via Agent Selection and Physical Coefficient
Interpretable Interaction Modeling for Trajectory Prediction via Agent Selection and Physical Coefficient
Shiji Huang
Lei Ye
Min Chen
Wenhai Luo
Chenqi Xu
Deyuan Liang
Dihong Wang
26
0
0
21 May 2024
SocialFormer: Social Interaction Modeling with Edge-enhanced
  Heterogeneous Graph Transformers for Trajectory Prediction
SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction
Zixu Wang
Zhigang Sun
J. Luettin
Lavdim Halilaj
35
4
0
06 May 2024
MoST: Multi-modality Scene Tokenization for Motion Prediction
MoST: Multi-modality Scene Tokenization for Motion Prediction
Norman Mu
Jingwei Ji
Zhenpei Yang
Nate Harada
Haotian Tang
...
Zoey Yang
Scott Ettinger
Rami Al-Rfou
Drago Anguelov
Yin Zhou
30
6
0
30 Apr 2024
SemanticFormer: Holistic and Semantic Traffic Scene Representation for
  Trajectory Prediction using Knowledge Graphs
SemanticFormer: Holistic and Semantic Traffic Scene Representation for Trajectory Prediction using Knowledge Graphs
Zhigang Sun
Zixu Wang
Lavdim Halilaj
J. Luettin
39
5
0
30 Apr 2024
G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction
G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction
Zhanwei Zhang
Zishuo Hua
Minghao Chen
Wei Lu
Binbin Lin
Deng Cai
Wenxiao Wang
33
1
0
30 Apr 2024
TrACT: A Training Dynamics Aware Contrastive Learning Framework for
  Long-tail Trajectory Prediction
TrACT: A Training Dynamics Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
Junrui Zhang
Mozhgan Pourkeshavarz
Amir Rasouli
44
3
0
18 Apr 2024
HPNet: Dynamic Trajectory Forecasting with Historical Prediction
  Attention
HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention
Xiaolong Tang
Meina Kan
Shiguang Shan
Zhilong Ji
Jinfeng Bai
Xilin Chen
33
17
0
09 Apr 2024
Quantifying Uncertainty in Motion Prediction with Variational Bayesian
  Mixture
Quantifying Uncertainty in Motion Prediction with Variational Bayesian Mixture
Juanwu Lu
Can Cui
Yunsheng Ma
Aniket Bera
Ziran Wang
46
1
0
04 Apr 2024
GraphAD: Interaction Scene Graph for End-to-end Autonomous Driving
GraphAD: Interaction Scene Graph for End-to-end Autonomous Driving
Yunpeng Zhang
Deheng Qian
Ding Li
Yifeng Pan
Yong Chen
...
Maolei Fu
Yun Ye
Zhujin Liang
Yi Shan
Dalong Du
44
10
0
28 Mar 2024
ProIn: Learning to Predict Trajectory Based on Progressive Interactions
  for Autonomous Driving
ProIn: Learning to Predict Trajectory Based on Progressive Interactions for Autonomous Driving
Yinke Dong
Haifeng Yuan
Hongkun Liu
Wei Jing
Fangzhen Li
Hongmin Liu
Bin Fan
39
2
0
25 Mar 2024
AMP: Autoregressive Motion Prediction Revisited with Next Token
  Prediction for Autonomous Driving
AMP: Autoregressive Motion Prediction Revisited with Next Token Prediction for Autonomous Driving
Xiaosong Jia
Shaoshuai Shi
Zijun Chen
Li Jiang
Wenlong Liao
Tao He
Junchi Yan
38
5
0
20 Mar 2024
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous
  Driving
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving
Han Lu
Xiaosong Jia
Yichen Xie
Wenlong Liao
Xiaokang Yang
Junchi Yan
34
13
0
05 Mar 2024
Think2Drive: Efficient Reinforcement Learning by Thinking in Latent
  World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)
Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)
Qifeng Li
Xiaosong Jia
Shaobo Wang
Junchi Yan
27
27
0
26 Feb 2024
Blending Data-Driven Priors in Dynamic Games
Blending Data-Driven Priors in Dynamic Games
Justin Lidard
Haimin Hu
Asher Hancock
Zixu Zhang
Albert Gimó Contreras
...
Deepak Gopinath
Guy Rosman
Naomi Ehrich Leonard
María Santos
J. F. Fisac
OffRL
37
5
0
21 Feb 2024
SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for
  Autonomous Driving
SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving
Lunkai Zhang
Peiliang Li
Sikang Liu
Shaojie Shen
17
21
0
04 Feb 2024
Hybrid-Prediction Integrated Planning for Autonomous Driving
Hybrid-Prediction Integrated Planning for Autonomous Driving
Haochen Liu
Zhiyu Huang
Wenhui Huang
Haohan Yang
Xiaoyu Mo
Chen Lv
26
5
0
04 Feb 2024
Manipulating Trajectory Prediction with Backdoors
Manipulating Trajectory Prediction with Backdoors
Kaouther Messaoud
Kathrin Grosse
Mickaël Chen
Matthieu Cord
Patrick Pérez
Alexandre Alahi
AAML
LLMSV
27
0
0
21 Dec 2023
nuScenes Knowledge Graph -- A comprehensive semantic representation of
  traffic scenes for trajectory prediction
nuScenes Knowledge Graph -- A comprehensive semantic representation of traffic scenes for trajectory prediction
Leon Mlodzian
Zhigang Sun
Hendrik Berkemeyer
Sebastian Monka
Zixu Wang
Stefan Dietze
Lavdim Halilaj
J. Luettin
19
5
0
15 Dec 2023
EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction
EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction
Longzhong Lin
Xuewu Lin
Tianwei Lin
Lichao Huang
Rong Xiong
Yue Wang
23
12
0
15 Dec 2023
GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian
  Trajectory Prediction
GSGFormer: Generative Social Graph Transformer for Multimodal Pedestrian Trajectory Prediction
Zhongchang Luo
Marion Robin
Pavan Vasishta
28
3
0
07 Dec 2023
Open-sourced Data Ecosystem in Autonomous Driving: the Present and
  Future
Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future
Hongyang Li
Yang Li
Huijie Wang
Jia Zeng
Huilin Xu
...
Kai Yan
Beipeng Mu
Zhihui Peng
Shaoqing Ren
Yu Qiao
21
24
0
06 Dec 2023
Heterogeneous Graph-based Trajectory Prediction using Local Map Context
  and Social Interactions
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions
Daniel Grimm
Maximilian Zipfl
Felix Hertlein
Alexander Naumann
Jürgen Lüttin
Steffen Thoma
Stefan Schmid
Lavdim Halilaj
Achim Rettinger
J. Marius Zöllner
30
3
0
30 Nov 2023
Categorical Traffic Transformer: Interpretable and Diverse Behavior
  Prediction with Tokenized Latent
Categorical Traffic Transformer: Interpretable and Diverse Behavior Prediction with Tokenized Latent
Yuxiao Chen
Sander Tonkens
Marco Pavone
27
9
0
30 Nov 2023
VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for
  Highway Surveillance through Graph Isomorphism and Transformer
VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
Armin Danesh Pazho
Ghazal Alinezhad Noghre
Vinit Katariya
Hamed Tabkhi
24
6
0
11 Nov 2023
LLM4Drive: A Survey of Large Language Models for Autonomous Driving
LLM4Drive: A Survey of Large Language Models for Autonomous Driving
Zhenjie Yang
Xiaosong Jia
Hongyang Li
Junchi Yan
ELM
34
94
0
02 Nov 2023
Learning Cooperative Trajectory Representations for Motion Forecasting
Learning Cooperative Trajectory Representations for Motion Forecasting
Hongzhi Ruan
Haibao Yu
Wen-Yen Yang
Siqi Fan
Yingjuan Tang
Zaiqing Nie
AI4TS
32
11
0
01 Nov 2023
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with
  Relative Pose Encoding
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
Zhejun Zhang
Alexander Liniger
Christos Sakaridis
Fisher Yu
Luc Van Gool
58
30
0
19 Oct 2023
MotionLM: Multi-Agent Motion Forecasting as Language Modeling
MotionLM: Multi-Agent Motion Forecasting as Language Modeling
Ari Seff
Brian Cera
Dian Chen
Mason Ng
Aurick Zhou
Nigamaa Nayakanti
Khaled S. Refaat
Rami Al-Rfou
Benjamin Sapp
17
91
0
28 Sep 2023
SEPT: Towards Efficient Scene Representation Learning for Motion
  Prediction
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
Zhiqian Lan
Yuxuan Jiang
Yao Mu
C. L. P. Chen
Keqiang Li
21
25
0
26 Sep 2023
Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with
  Masked Autoencoders
Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders
Jie-Zhi Cheng
Xiaodong Mei
Ming-Yu Liu
12
55
0
19 Aug 2023
DriveAdapter: Breaking the Coupling Barrier of Perception and Planning
  in End-to-End Autonomous Driving
DriveAdapter: Breaking the Coupling Barrier of Perception and Planning in End-to-End Autonomous Driving
Xiaosong Jia
Yulu Gao
Li Chen
Junchi Yan
Patrick Langechuan Liu
Hongyang Li
9
64
0
01 Aug 2023
12
Next