topic_assignment.md

COMP 6211J Topics Allocation

Suggested Topics:

• 1 - Tensor Program Optimization

  • WU, Yangfan ywuhe@connect.ust.hk

• 2 - Beyond Transformer Architecture

  • Group 1:
    • LAI, Wing Yin wylaiaj@connect.ust.hk
    • KWAN, Leong Chit Jeff lcjkwanaa@connect.ust.hk
  • ZHU, Han hzhubo@connect.ust.hk

• 3 - NPU Architecture

  • LUK, Pak Him phluk@connect.ust.hk
  • PENG, Junyao jpengau@connect.ust.hk

• 4 - TPU Architecture

  • YANG, Bohan byangay@connect.ust.hk

• 5 - Collective Communication Optimization

  • LI, Qijing qlicw@connect.ust.hk

• 6 - In Network Aggregation

  • LIU, Xiangzhou xliugg@connect.ust.hk

• 7 - Fairness in ML Service

  • FENG, Zhaoxin zfengbd@connect.ust.hk

• 8 - Multi-Tenant LLM Service

  • Group 1:
    • LI, Yuxuan ylisn@connect.ust.hk
    • ZHOU, Yukun yzhoufw@connect.ust.hk

• 9 - Data Parallel System Optimization

  • CAO, Chuxue ccaoai@connect.ust.hk

• 10 - Data Parallel Algorithmic Optimization - Gradient Compression

  • DONG, Qi qdongaf@connect.ust.hk

• 11 - Data Parallel Algorithmic Optimization - Asynchronous Training

• 12 - Data Parallel Algorithmic Optimization - Decentralized Communication

• 13 - Pipeline Parallel System Optimization

• 14 - Tensor Model Parallel System Optimization

• 15 - Optimizer Parallel System Optimization

  • ZHAO, Xi xzhaoca@connect.ust.hk

• 16 - Long Sequence Parallel Training

  • JIANG, Xiaoxiao xjiangbp@connect.ust.hk
  • KIM, Hyeonjae hkimar@connect.ust.hk

• 17 - Mixture of Expert Parallel Training

  • HE, Zhitao zhebu@connect.ust.hk
  • LIU, Yulong yliuom@connect.ust.hk
  • XU, Weiqing wxucd@connect.ust.hk

• 18 - Offloading Training System

• 19 - Auto Parallelism

  • TAN, Huiri htanaj@connect.ust.hk

• 20 - Robust Training

  • ZHU, Fangqi fzhuah@connect.ust.hk

• 21 - LLM Inference Weight and Activation Compression

  • Group 1:
    • LI, Jia jlimh@connect.ust.hk
    • TAN, Yonghao ytanaz@connect.ust.hk
  • LI, Lujun lliee@connect.ust.hk

• 22 - LLM Inference KV Cache Compression

  • Group 1:
    • CHEN, Jingcan jchenhv@connect.ust.hk
    • YANG, Qirui qyangau@connect.ust.hk
  • CHEN, Wei wchendb@connect.ust.hk

• 23 - LLM Speculative and Parallel Decoding

  • CHANG, Chaokun cchangai@connect.ust.hk
  • DONG, Pingcheng pdongaa@connect.ust.hk
  • LIN, Hangyu hlinbm@connect.ust.hk

• 24 - Offloading Inference System

  • CHAI, Wen Jye wjchai@connect.ust.hk
  • PANG, Ching Christie ccpangaa@connect.ust.hk
  • WU, Ze zwubn@connect.ust.hk

• 25 - Disaggregate Generative Inference

  • CAO, Lunxi lcaoar@connect.ust.hk
  • YAN, Ran ryanaf@connect.ust.hk

• 26 - Parallel Inference for Diffusion Model

  • Group:
    • GU, Bohai bguab@connect.ust.hk
    • LU, Xiaocheng xlubl@connect.ust.hk
  • LIU, Xinyu xliugd@connect.ust.hk
  • LIU, Zeyu zliugj@connect.ust.hk

• 27 - Retrieval Augmented Generation Embedding Models

  • LAU, Kwun Hang khlaube@connect.ust.hk
  • FANG, Wenji wfang838@connect.ust.hk

• 28 - Retrieval Augmented Generation Chunk Optimization

  • KIM, Jounghoon jkimcv@connect.ust.hk

• 29 - Retrieval Augmented Generation Adaptive Retrieval

  • CHAN, Chi-min cchanbc@connect.ust.hk
  • WEN, Pengcheng pwenab@connect.ust.hk

• 30 - Retrieval Augmented Generation ReRanking

  • ELMOMA, Nathanael Tesfaye ntelmoma@connect.ust.hk
  • HE, Guangxin gheaf@connect.ust.hk

• 31 - Security in Retrieval Augmented Generation

  • HUANG, Ruixuan rhuangbi@connect.ust.hk
  • SHI, Weijie wshiah@connect.ust.hk

• 32 - Multi-LLM Interaction

  • Group 1:
    • DING, Fangyu fdingad@connect.ust.hk
    • LI, Chenyue clieh@connect.ust.hk
  • ZHU, Xiaomeng xzhubr@connect.ust.hk

• 33 - Table-Augmented Generation

  • Group 1:
    • PENG, You ypengbt@connect.ust.hk
    • ZHANG, Xinyi xzhangfz@connect.ust.hk

• 34 - Multimodal Retrieval Augmented Generation

  • Group 1:
    • CHEN, Yiwei ychenmb@connect.ust.hk
    • ZHANG, Yizhen yzhangtf@connect.ust.hk
  • FRIESKE, Rita rmfrieske@connect.ust.hk
  • YE, Zhen zyebe@connect.ust.hk

• 35 - Text Image Generation

  • Group 1:
    • WANG, Jinjian jwangjx@connect.ust.hk
    • XU, Chi cxubs@connect.ust.hk
  • CHEN, Shanwen schenfh@connect.ust.hk
  • CHEN, Xi xchengx@connect.ust.hk

• 36 - Text Video Generation

  • Group 1:
    • LIU, Jiazhen jliugj@connect.ust.hk
    • MA, Yue ymacn@connect.ust.hk
  • TSUI, Yuk Hang yhtsui@connect.ust.hk
  • WOLFENSBERGER, Julien Etienne Maximilien jemw@connect.ust.hk

• 37 - text-to-3D Asset Generation

  • FAN, Zhiyuan zfanau@connect.ust.hk
  • HU, Siyan shuas@connect.ust.hk
  • YU, Runyi ryuao@connect.ust.hk

Self-proposed Topics:

• Multimodal Knowledge Graph
  • CHAN, Wun Yu wychanbu@connect.ust.hk
• Hallucination of Large Language Model
  • LI, Chun Chai Elton cceli@connect.ust.hk
• Foundational Models as Agents
  • CHAN, Ho Shu hschanav@connect.ust.hk
• LLM for DL Library Fuzzing
  • ZHANG, Kunpeng kzhangcl@connect.ust.hk
• ML System Simulation
  • WANG, Jiashu jwangjv@connect.ust.hk