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2020 – today
- 2025
[j1]Xiaofan Yu
, Lanxiang Hu, Benjamin Z. Reichman, Dylan Chu, Rushil Chandrupatla, Xiyuan Zhang, Larry Heck, Tajana Simunic Rosing:
SensorChat: Answering Qualitative and Quantitative Questions during Long-term Multimodal Sensor Interactions. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(3): 148:1-148:35 (2025)- [c10]Lanxiang Hu, Tajana Rosing, Hao Zhang:
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs. ACL (1) 2025: 667-681 - [c9]Yonghao Zhuang, Lanxiang Hu, Longfei Yun, Souvik Kundu, Zhengzhong Liu, Eric P. Xing, Hao Zhang:
Scaling Long Context Training Data by Long-Distance Referrals. ICLR 2025 - [c8]Lanxiang Hu, Qiyu Li, Anze Xie, Nan Jiang, Ion Stoica, Haojian Jin, Hao Zhang:
GameArena: Evaluating LLM Reasoning through Live Computer Games. ICLR 2025 - [c7]Benjamin Z. Reichman, Xiaofan Yu, Lanxiang Hu, Jack Truxal, Atishay Jain, Rushil Chandrupatla, Tajana Rosing, Larry Heck:
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring. SenSys 2025: 282-289 - [i13]Benjamin Z. Reichman, Xiaofan Yu, Lanxiang Hu, Jack Truxal, Atishay Jain, Rushil Chandrupatla, Tajana Simunic Rosing, Larry Heck:
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring. CoRR abs/2501.04974 (2025) - [i12]Minghang Deng, Ashwin Ramachandran, Canwen Xu, Lanxiang Hu, Zhewei Yao, Anupam Datta, Hao Zhang:
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration. CoRR abs/2502.00675 (2025) - [i11]Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Dylan Chu, Rushil Chandrupatla, Xiyuan Zhang, Larry Heck, Tajana Rosing:
SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions. CoRR abs/2502.02883 (2025) - [i10]Lanxiang Hu, Mingjia Huo, Yuxuan Zhang, Haoyang Yu, Eric P. Xing, Ion Stoica, Tajana Rosing, Haojian Jin, Hao Zhang:
lmgame-Bench: How Good are LLMs at Playing Games? CoRR abs/2505.15146 (2025) - [i9]Yuxuan Zhang, Haoyang Yu, Lanxiang Hu, Haojian Jin, Hao Zhang:
General Modular Harness for LLM Agents in Multi-Turn Gaming Environments. CoRR abs/2507.11633 (2025) - [i8]Daniel Zhao, Abhilash Shankarampeta, Lanxiang Hu, Tajana Rosing, Hao Zhang:
Towards Interpretable and Inference-Optimal COT Reasoning with Sparse Autoencoder-Guided Generation. CoRR abs/2510.01528 (2025) - [i7]Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang:
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving. CoRR abs/2510.05245 (2025) - [i6]Yujie Zhao, Lanxiang Hu, Yang Wang, Minmin Hou, Hao Zhang, Ke Ding, Jishen Zhao:
Stronger Together: On-Policy Reinforcement Learning for Collaborative LLMs. CoRR abs/2510.11062 (2025) - 2024
- [c6]Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang:
CLLMs: Consistency Large Language Models. ICML 2024 - [c5]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Online Speculative Decoding. ICML 2024 - [c4]Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing:
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. SenSys 2024: 836-837 - [i5]Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang:
CLLMs: Consistency Large Language Models. CoRR abs/2403.00835 (2024) - [i4]Lanxiang Hu, Qiyu Li, Anze Xie, Nan Jiang, Ion Stoica, Haojian Jin, Hao Zhang:
GameArena: Evaluating LLM Reasoning through Live Computer Games. CoRR abs/2412.06394 (2024) - [i3]Lanxiang Hu, Tajana Rosing, Hao Zhang:
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs. CoRR abs/2412.11242 (2024) - 2023
- [c3]Jingping Nie, Stephen Xia, Yanchen Liu, Shengxuan Ding, Lanxiang Hu, Minghui Zhao, Yuang Fan, Mohamed A. Abdel-Aty, Matthias Preindl, Xiaofan Jiang:
A Data-Driven and Human-Centric EV Charging Recommendation System at City-Scale. e-Energy 2023: 427-438 - [c2]Ligeng Zhu, Lanxiang Hu, Ji Lin, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han:
PockEngine: Sparse and Efficient Fine-tuning in a Pocket. MICRO 2023: 1381-1394 - [i2]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang:
Online Speculative Decoding. CoRR abs/2310.07177 (2023) - [i1]Ligeng Zhu, Lanxiang Hu, Ji Lin, Wei-Chen Wang, Wei-Ming Chen, Chuang Gan, Song Han:
PockEngine: Sparse and Efficient Fine-tuning in a Pocket. CoRR abs/2310.17752 (2023) - 2022
- [c1]Jingping Nie, Lanxiang Hu, Yian Liu, Yuang Fan, Matthias Preindl, Xiaofan Jiang:
Human-centric data-driven optimization and recommendation in EV-interfaced grid at city scale: poster abstract. BuildSys 2022: 295-296
Coauthor Index
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