Chen, Sijia

14 publications

NeurIPS 2025 CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs Sijia Chen, Xiaomin Li, Mengxue Zhang, Eric Hanchen Jiang, Qingcheng Zeng, Chen-Hsiang Yu

AAAI 2025 Cross-View Referring Multi-Object Tracking Sijia Chen, En Yu, Wenbing Tao

ICCV 2025 Disentangling Instance and Scene Contexts for 3D Semantic Scene Completion Enyu Liu, En Yu, Sijia Chen, Wenbing Tao

ICLR 2025 OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li, En Yu, Sijia Chen, Wenbing Tao

NeurIPS 2025 ParetoQ: Improving Scaling Laws in Extremely Low-Bit LLM Quantization Zechun Liu, Changsheng Zhao, Hanxian Huang, Sijia Chen, Jing Zhang, Jiawei Zhao, Scott Roy, Lisa Jin, Yunyang Xiong, Yangyang Shi, Lin Xiao, Yuandong Tian, Bilge Soran, Raghuraman Krishnamoorthi, Tijmen Blankevoort, Vikas Chandra

ICCV 2025 RMultiplex200K: Toward Reliable Multimodal Process Supervision for Visual Language Models on Telecommunications Sijia Chen, Bin Song

NeurIPS 2024 Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees Sijia Chen, Yibo Wang, Yi-Feng Wu, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Lijun Zhang

ICLR 2024 Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models Sijia Chen, Baochun Li, Di Niu

CVPR 2024 Delving into the Trajectory Long-Tail Distribution for Muti-Object Tracking Sijia Chen, En Yu, Jinyang Li, Wenbing Tao

NeurIPS 2024 Online Composite Optimization Between Stochastic and Adversarial Environments Yibo Wang, Sijia Chen, Wei Jiang, Wenhao Yang, Yuanyu Wan, Lijun Zhang

JMLR 2024 Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization Sijia Chen, Yu-Jie Zhang, Wei-Wei Tu, Peng Zhao, Lijun Zhang

ICML 2024 Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen, Baochun Li

ICML 2023 Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization Sijia Chen, Wei-Wei Tu, Peng Zhao, Lijun Zhang

CVPR 2022 Multi-Modal Dynamic Graph Transformer for Visual Grounding Sijia Chen, Baochun Li