Hanxian Huang

28 papers A* 4A 3B 1Misc 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment.
CoRR
Hanxian Huang, Igor Fedorov, Andrey Gromov, Bernard Beckerman, Naveen Suda, David Eriksson, Maximilian Balandat, Rylan Conway, Patrick Huber, Chinnadhurai Sankar, Ayushi Dalmia, Zechun Liu, Lemeng Wu, Tarek Elgamal, Adithya Sagar, Vikas Chandra, Raghuraman Krishnamoorthi
2026 J jnl
dTRPO: Trajectory Reduction in Policy Optimization of Diffusion Large Language Models.
CoRR
Wenxuan Zhang, Lemeng Wu, Changsheng Zhao, Ernie Chang, Mingchen Zhuge, Zechun Liu, Andy Su, Hanxian Huang, Jun Chen, Chong Zhou, Raghuraman Krishnamoorthi, Vikas Chandra, Mohamed Elhoseiny, Wei Wen
2025 A* conf
MAGE: A Multi-Agent Engine for Automated RTL Code Generation.
DAC
Yujie Zhao, Hejia Zhang, Hanxian Huang, Zhongming Yu, Jishen Zhao
2025 J jnl
MobileLLM-Pro Technical Report.
CoRR
Patrick Huber, Ernie Chang, Wei Wen, Igor Fedorov, Tarek Elgamal, Hanxian Huang, Naveen Suda, Chinnadhurai Sankar, Vish Vogeti, Yanghan Wang, Alex Gladkov, Kai Sheng Tai, Abdelrahman Elogeel, Tarek Hefny, Vikas Chandra, Ahmed Aly, Anuj Kumar, Raghuraman Krishnamoorthi, Adithya Sagar
2025 A* conf
OrcaLoca: An LLM Agent Framework for Software Issue Localization.
ICML
Zhongming Yu, Hejia Zhang, Yujie Zhao, Hanxian Huang, Matrix Yao, Ke Ding, Jishen Zhao
2025 J jnl
OrcaLoca: An LLM Agent Framework for Software Issue Localization.
CoRR
Zhongming Yu, Hejia Zhang, Yujie Zhao, Hanxian Huang, Matrix Yao, Ke Ding, Jishen Zhao
2025 J jnl
ParetoQ: Scaling Laws in Extremely Low-bit LLM Quantization.
CoRR
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
2025 J jnl
SHARP: Accelerating Language Model Inference by SHaring Adjacent layers with Recovery Parameters.
CoRR
Yiping Wang, Hanxian Huang, Yifang Chen, Jishen Zhao, Simon Shaolei Du, Yuandong Tian
2025 J jnl
The Path Not Taken: RLVR Provably Learns Off the Principals.
CoRR
Hanqing Zhu, Zhenyu Zhang, Hanxian Huang, DiJia Su, Zechun Liu, Jiawei Zhao, Igor Fedorov, Hamed Pirsiavash, Zhizhou Sha, Jinwon Lee, David Z. Pan, Zhangyang Wang, Yuandong Tian, Kai Sheng Tai
2025 — conf
You Only Use Reactive Attention Slice When Retrieving From Long Context.
EMNLP (Findings)
Yun Joon Soh, Hanxian Huang, Yuandong Tian, Jishen Zhao
2024 A conf
Fasor: A Fast Tensor Program Optimization Framework for Efficient DNN Deployment.
ICS
Hanxian Huang, Xin Chen, Jishen Zhao
2024 J jnl
GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU.
CoRR
Zhongming Yu, Genghan Zhang, Hanxian Huang, Xin Chen, Jishen Zhao
2024 — conf
Learning to Maximize Mutual Information for Chain-of-Thought Distillation.
ACL (Findings)
Xin Chen, Hanxian Huang, Yanjun Gao, Yi Wang, Jishen Zhao, Ke Ding
2024 J jnl
Learning to Maximize Mutual Information for Chain-of-Thought Distillation.
CoRR
Xin Chen, Hanxian Huang, Yanjun Gao, Yi Wang, Jishen Zhao, Ke Ding
2024 J jnl
MAGE: A Multi-Agent Engine for Automated RTL Code Generation.
CoRR
Yujie Zhao, Hejia Zhang, Hanxian Huang, Zhongming Yu, Jishen Zhao
2024 A conf
Multi-modal Learning for WebAssembly Reverse Engineering.
ISSTA
Hanxian Huang, Jishen Zhao
2024 J jnl
Multi-modal Learning for WebAssembly Reverse Engineering.
CoRR
Hanxian Huang, Jishen Zhao
2024 J jnl
Sibyl: Forecasting Time-Evolving Query Workloads.
CoRR
Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
2024 J jnl
Sibyl: Forecasting Time-Evolving Query Workloads.
Proc. ACM Manag. Data
Hanxian Huang, Tarique Siddiqui, Rana Alotaibi, Carlo Curino, Jyoti Leeka, Alekh Jindal, Jishen Zhao, Jesús Camacho-Rodríguez, Yuanyuan Tian
2024 — —
Towards AI-Assisted Programming: Automation, Comprehensiveness, and Optimization
Hanxian Huang
2024 J jnl
Towards LLM-Powered Verilog RTL Assistant: Self-Verification and Self-Correction.
CoRR
Hanxian Huang, Zhenghan Lin, Zixuan Wang, Xin Chen, Ke Ding, Jishen Zhao
2024 J jnl
You Only Use Reactive Attention Slice For Long Context Retrieval.
CoRR
Yun Joon Soh, Hanxian Huang, Yuandong Tian, Jishen Zhao
2023 A* conf
TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching.
ICCV
Cheng Fu, Hanxian Huang, Zixuan Jiang, Yun Ni, Lifeng Nai, Gang Wu, Liqun Cheng, Yanqi Zhou, Sheng Li, Andrew Li, Jishen Zhao
2022 B conf
Q-gym: An Equality Saturation Framework for DNN Inference Exploiting Weight Repetition.
PACT
Cheng Fu, Hanxian Huang, Bram Wasti, Chris Cummins, Riyadh Baghdadi, Kim M. Hazelwood, Yuandong Tian, Jishen Zhao, Hugh Leather
2021 — conf
Ayudante: A Deep Reinforcement Learning Approach to Assist Persistent Memory Programming.
USENIX ATC
Hanxian Huang, Zixuan Wang, Juno Kim, Steven Swanson, Jishen Zhao
2021 A* conf
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing.
ICML
Cheng Fu, Hanxian Huang, Xinyun Chen, Yuandong Tian, Jishen Zhao
2018 A conf
Adaptive-precision framework for SGD using deep Q-learning.
ICCAD
Wentai Zhang, Hanxian Huang, Jiaxi Zhang, Ming Jiang, Guojie Luo
2018 Misc conf
FPGA-Based Real-Time Super-Resolution System for Ultra High Definition Videos.
FCCM
Zhuolun He, Hanxian Huang, Ming Jiang, Yuanchao Bai, Guojie Luo