Jiachen Li

46 papers · 2019–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (84) 🏆 Grand Slam 🏆 Keyword Champion (2) 🚀 Conference Pioneer 🔥 Unstoppable (7) 💎 Century Club (44) ❓ The Questioner 🗃️ Keyword Collector (201) ⚡ Prolific Year (11)

Conferences

CVPR (9) NIPS (6) ICCV (5) EMNLP (4) ICLR (4) WACV (4) AAAI (3) NAACL (3) ACL (2) ICML (2) CORL (1) ECCV (1) IJCAI (1) RSS (1)

Top co-authors

William Yang Wang (8) Chiho Choi (7) Humphrey Shi (6) Wenhu Chen (4) Srikanth Malla (4) Hengbo Ma (3) Weixi Feng (3) Yue Dong (3) Masayoshi Tomizuka (3) Sarosij Bose (2)

Keywords

trajectory prediction (7) large language model (6) autonomous driving (5) multimodal learning (4) multi-agent system (4) instruction tuning (3) diffusion model (3) motion forecasting (3) scene understanding (3) semantic segmentation (3) pose estimation (3) autonomous vehicle (2) instance segmentation (2) text-to-video generation (2) multi-task learning (2) video generation (2) vision transformer (2) uncertainty quantification (2) unsupervised learning (2) attention mechanism (2)

Papers

Modality-Aware Bias Mitigation and Invariance Learning for Unsupervised Visible-Infrared Person Re-Identification AAAI 2026

TrajEvo: Trajectory Prediction Heuristics Design via LLM-driven Evolution AAAI 2026

MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos ICLR 2025

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025

Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes ICCV 2025

Towards Generalizable Safety in Crowd Navigation via Conformal Uncertainty Handling CORL 2025

TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation ACL 2025

Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving RSS 2025

Make Good Use of GujiRoBERTa to Identify Entities in Ancient Chinese NAACL 2025

Prior-free 3D Object Tracking CVPR 2025

Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation CVPR 2025

VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025

HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models EMNLP 2025

STAMP: Scalable Task- And Model-agnostic Collaborative Perception ICLR 2025

T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design ICLR 2025

UniOcc: A Unified Benchmark for Occupancy Forecasting and Prediction in Autonomous Driving ICCV 2025

CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NIPS 2024

VMFormer: End-to-End Video Matting With Transformer WACV 2024

Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning WACV 2024

Language Model Adaption for Reinforcement Learning with Natural Language Action Space ACL 2024

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024

Video Instance Matting WACV 2024

Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation EMNLP 2024

Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety NAACL 2024

More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024

T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NIPS 2024

DRAMA: Joint Risk Localization and Captioning in Driving WACV 2023

OneFormer: One Transformer To Rule Universal Image Segmentation CVPR 2023

Neighborhood Attention Transformer CVPR 2023

Causal Balancing for Domain Generalization ICLR 2023

Offline Reinforcement Learning with Closed-Form Policy Improvement Operators ICML 2023

Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022

Interaction Modeling with Multiplex Attention NIPS 2022

Point-to-Box Network for Accurate Object Detection via Single Point Supervision ECCV 2022

Learning Physical Dynamics with Subequivariant Graph Neural Networks NIPS 2022

Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation CVPR 2022

BCOT: A Markerless High-Precision 3D Object Tracking Benchmark CVPR 2022

RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting ICCV 2021

Shared Cross-Modal Trajectory Prediction for Autonomous Driving CVPR 2021

LOKI: Long Term and Key Intentions for Trajectory Prediction ICCV 2021

A Speech-to-Knowledge-Graph Construction System IJCAI 2020

EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning NIPS 2020

Multi-task Batch Reinforcement Learning with Metric Learning NIPS 2020

Text Guided Person Image Synthesis CVPR 2019

Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019