THU 2024 Fall AML Submissions

Adaptive Safety in Reinforcement Learning via Advanced Lagrangian Optimization
Feihong Zhang, Tianyi Zhang, Maanping Shao
- 29 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Intelligent maintenance model for battery energy storage system
Yufei Zhuang
- 29 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Harmonic Clarity: Audio Source Separation Techniques on Classical Music
Rim El Filali, Ziyad Fawzy, zhuzhengyang
- 29 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Context-Aware Chatbot Extension Leveraging HTML Data and Retrieval-Augmented Generation (RAG)
Yang Ouyang, Tong Yu, Wenchu Wang
- 28 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
[Proposal-ML] Mimicking Humanity: A synthetic data-based approach to voice cloning in Text to Speech Systems
Michael Hua Wang, Aleksandr Algazinov, Joydeep Chandra
- 28 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
[Proposal-ML] DCRL: Dataset-Constrained Reinforcement Learning for Safe In-Distribution Exploration
Ziang Zheng
- 27 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
[Proposal-ML]Enhancing Sentiment Analysis in Financial Markets Using RNNs and Word Embeddings
Ethan Wei Yuxin, Liu Yiyang, Chan Thong Fong
- 26 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
[Proposal-ML] LLM Hallucination Detection: Fine-Tuning Gemma2
Ziyi Liu, Rosalie Butte
- 26 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming
Xiezhifei
- 21 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】Self-reflection like Humans, Editable-LLM (E-LLM) is All You Need
Yanchen Wu, Gangxin Xu, Zou Dongchen
- 21 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】
Kehan Zheng, Yida Lu, Wenjing Wu
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
[Proposal] BenCourt: A Benchmark and Framework for Court Simulation using LLM-based Agents
Kaiyuan Zhang, ZHAOXI LI, Xuancheng Li
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】Efficient Inference for Large Multimodal Models
Chaoqun Yang, Yuanda Zhang, Xiying Huang
- 20 Oct 2024 (modified: 02 Mar 2025)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】A Reinforcement Learning Framework for Protein Function Prediction
Chenxi Hu, Fei Long, Renrui Tian
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】Pokémon Battle Agent based on LLMs
Zihan Lv, Cen Qihang
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Scene-Clipping Long Video For Better Understanding
Ziyu Zhao, jin wang, Jinsong Xiao
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】Systematic Idea Refinement for Machine Learning Research Agents
Zijun Liu, Cheng Gao, Hanxi Zhu
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
VideoAlign: A Comprehensive Model for Evaluating Alignment Between Text and Generated Videos
Yuanming Yang, Xiaoqian Liu, ChenJian
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
Who is the Spy?
Chentian wei, Jiewei Chen, Coveeta Kosambi
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】RLOJF: Enhancing LLMs in Olympiad Programming with Online Judge Feedback
Zihan Wang, Jiajun Xu, Lei Wu
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】RBPA: Retrieval-Augmented-Generation based personal investment assistant
Xue Zeng, Yinuo Li
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】A Multi-Agent Framework for Reliable Drug-Target Interaction Prediction
Bowen Gao, Huajun Bai, Peidong Zhang
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】Fine-Grained Reward Modeling in LLMs: An RL, PRM, and Memory-Augmented Approach for Advanced Reasoning
Jiaxiang Liu, Wanlan Ren
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】A Large Language Model-based Bandwidth Prediction Algorithm
Zheng Jiang, Iat Long Iong, Xin Chen
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone
【Proposal】A Comparative Study of RoPE-based Positional Encodings from A Scaling Perspective
Zhu Zhang, Tianxing Yang, Zihan Yan
- 20 Oct 2024 (modified: 05 Nov 2024)
- THU 2024 Fall AML Submission
- Readers: Everyone