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Jiachen Li

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

Achievements

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+11 more ↓ πŸƒ Academic Marathon (6) 🌍 Conference Polyglot (14) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10)
🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (84) πŸ† Grand Slam πŸ† Keyword Champion (2) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (44) ❓ The Questioner πŸ—ƒοΈ 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