Jialian Wu

43 papers A* 9Misc 1Journal 29Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
CD4LM: Consistency Distillation and aDaptive Decoding for Diffusion Language Models.
CoRR
Yihao Liang, Ze Wang, Hao Chen, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Emad Barsoum, Zicheng Liu, Niraj K. Jha
2026 J jnl
Learning from Online Videos at Inference Time for Computer-Use Agents.
Trans. Mach. Learn. Res.
Yujian Liu, Ze Wang, Hao Chen, Ximeng Sun, Xiaodong Yu, Jialian Wu, Jiang Liu, Emad Barsoum, Zicheng Liu, Shiyu Chang
2026 J jnl
Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning.
CoRR
Zhikun Xu, Xiaodong Yu, Ben Zhou, Jiang Liu, Jialian Wu, Ze Wang, Ximeng Sun, Hao Chen, Zicheng Liu
2026 J jnl
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents.
CoRR
Kaijie Zhu, Yuzhou Nie, Yijiang Li, Yiming Huang, Jialian Wu, Jiang Liu, Ximeng Sun, Zhenfei Yin, Lun Wang, Zicheng Liu, Emad Barsoum, William Yang Wang, Wenbo Guo
2026 J jnl
VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking.
CoRR
Jingyang Lin, Jialian Wu, Jiang Liu, Ximeng Sun, Ze Wang, Xiaodong Yu, Jiebo Luo, Zicheng Liu, Emad Barsoum
2025 J jnl
APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation.
CoRR
Yuzhen Zhou, Jiajun Li, Yusheng Su, Gowtham Ramesh, Zilin Zhu, Xiang Long, Chenyang Zhao, Jin Pan, Xiaodong Yu, Ze Wang, Kangrui Du, Jialian Wu, Ximeng Sun, Jiang Liu, Qiaolin Yu, Hao Chen, Zicheng Liu, Emad Barsoum
2025 — conf
Agent Laboratory: Using LLM Agents as Research Assistants.
EMNLP (Findings)
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, Emad Barsoum
2025 J jnl
Agent Laboratory: Using LLM Agents as Research Assistants.
CoRR
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum
2025 J jnl
Directional Reasoning Injection for Fine-Tuning MLLMs.
CoRR
Chao Huang, Zeliang Zhang, Jiang Liu, Ximeng Sun, Jialian Wu, Xiaodong Yu, Ze Wang, Chenliang Xu, Emad Barsoum, Zicheng Liu
2025 J jnl
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning.
CoRR
Yuxiang Guo, Jiang Liu, Ze Wang, Hao Chen, Ximeng Sun, Yang Zhao, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum
2025 J jnl
Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation.
CoRR
Ze Wang, Hao Chen, Benran Hu, Jiang Liu, Ximeng Sun, Jialian Wu, Yusheng Su, Xiaodong Yu, Emad Barsoum, Zicheng Liu
2025 J jnl
Instella: Fully Open Language Models with Stellar Performance.
CoRR
Jiang Liu, Jialian Wu, Xiaodong Yu, Yusheng Su, Prakamya Mishra, Gowtham Ramesh, Sudhanshu Ranjan, Chaitanya Manem, Ximeng Sun, Ze Wang, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
2025 J jnl
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation.
CoRR
Xingrui Wang, Jiang Liu, Ze Wang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Yusheng Su, Alan L. Yuille, Zicheng Liu, Emad Barsoum
2025 J jnl
Latent Visual Reasoning.
CoRR
Bangzheng Li, Ximeng Sun, Jiang Liu, Ze Wang, Jialian Wu, Xiaodong Yu, Hao Chen, Emad Barsoum, Muhao Chen, Zicheng Liu
2025 J jnl
Learning from Online Videos at Inference Time for Computer-Use Agents.
CoRR
Yujian Liu, Ze Wang, Hao Chen, Ximeng Sun, Xiaodong Yu, Jialian Wu, Jiang Liu, Emad Barsoum, Zicheng Liu, Shiyu Chang
2025 J jnl
MOVi: Training-free Text-conditioned Multi-Object Video Generation.
CoRR
Aimon Rahman, Jiang Liu, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Yusheng Su, Vishal M. Patel, Zicheng Liu, Emad Barsoum
2025 — conf
Self-Taught Agentic Long Context Understanding.
ACL (1)
Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum
2025 J jnl
Self-Taught Agentic Long Context Understanding.
CoRR
Yufan Zhuang, Xiaodong Yu, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Jingbo Shang, Zicheng Liu, Emad Barsoum
2025 A* conf
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games.
EMNLP
Prakamya Mishra, Jiang Liu, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum
2025 J jnl
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games.
CoRR
Prakamya Mishra, Jiang Liu, Jialian Wu, Xiaodong Yu, Zicheng Liu, Emad Barsoum
2025 J jnl
Unleashing Hour-Scale Video Training for Long Video-Language Understanding.
CoRR
Jingyang Lin, Jialian Wu, Ximeng Sun, Ze Wang, Jiang Liu, Yusheng Su, Xiaodong Yu, Hao Chen, Jiebo Luo, Zicheng Liu, Emad Barsoum
2025 J jnl
Where LLM Agents Fail and How They can Learn From Failures.
CoRR
Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You
2025 J jnl
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models.
CoRR
Xingrui Wang, Jiang Liu, Chao Huang, Xiaodong Yu, Ze Wang, Ximeng Sun, Jialian Wu, Alan L. Yuille, Emad Barsoum, Zicheng Liu
2024 — conf
GRiT: A Generative Region-to-Text Transformer for Object Understanding.
ECCV (80)
Jialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu, Junsong Yuan, Lijuan Wang
2024 J jnl
Improved Group Sparse Modal Decomposition Methods With Applications to Fault Diagnosis of Rotating Machinery.
IEEE Trans. Ind. Informatics
Yueyang Li, Jialian Wu, Gang Yu, Dong Zhao
2022 Misc conf
Deformable VisTR: Spatio Temporal Deformable Attention for Video Instance Segmentation.
ICASSP
Sudhir Yarram, Jialian Wu, Pan Ji, Yi Xu, Junsong Yuan
2022 J jnl
Deformable VisTR: Spatio temporal deformable attention for video instance segmentation.
CoRR
Sudhir Yarram, Jialian Wu, Pan Ji, Yi Xu, Junsong Yuan
2022 A* conf
Efficient Video Instance Segmentation via Tracklet Query and Proposal.
CVPR
Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gérard G. Medioni
2022 J jnl
Efficient Video Instance Segmentation via Tracklet Query and Proposal.
CoRR
Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, Gérard G. Medioni
2022 J jnl
ForestDet: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation.
IEEE Trans. Multim.
Jialian Wu, Liangchen Song, Qian Zhang, Ming Yang, Junsong Yuan
2022 J jnl
GRiT: A Generative Region-to-text Transformer for Object Understanding.
CoRR
Jialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu, Junsong Yuan, Lijuan Wang
2022 J jnl
Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features.
IEEE Trans. Geosci. Remote. Sens.
Jialian Wu, Xin Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
2022 — conf
Personalized Prediction of Indoor Comfort Using Graph Convolutional Matrix Completion.
MIPR
Junyi Liu, Esha Naidu, Jialian Wu, Shira Gabriel, Edward Steinfeld, Junsong Yuan
2022 J jnl
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer.
Int. J. Appl. Earth Obs. Geoinformation
Yi Xiao, Qiangqiang Yuan, Jiang He, Qiang Zhang, Jing Sun, Xin Su, Jialian Wu, Liangpei Zhang
2021 A* conf
Handling Difficult Labels for Multi-label Image Classification via Uncertainty Distillation.
ACM Multimedia
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
2021 A* conf
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model.
AAAI
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
2021 A* conf
Stacked Homography Transformations for Multi-View Pedestrian Detection.
ICCV
Liangchen Song, Jialian Wu, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan
2021 A* conf
Track To Detect and Segment: An Online Multi-Object Tracker.
CVPR
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan
2021 J jnl
Track to Detect and Segment: An Online Multi-Object Tracker.
CoRR
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan
2020 A* conf
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation.
ACM Multimedia
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan
2020 J jnl
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation.
CoRR
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan
2020 A* conf
Self-Mimic Learning for Small-scale Pedestrian Detection.
ACM Multimedia
Jialian Wu, Chunluan Zhou, Qian Zhang, Ming Yang, Junsong Yuan
2020 A* conf
Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians.
CVPR
Jialian Wu, Chunluan Zhou, Ming Yang, Qian Zhang, Yuan Li, Junsong Yuan